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ORCIDBibTeX records: Yann LeCun
@article{DBLP:journals/entropy/ShwartzZivL24,
author = {Ravid Shwartz{-}Ziv and
Yann LeCun},
title = {To Compress or Not to Compress - Self-Supervised Learning and Information
Theory: {A} Review},
journal = {Entropy},
volume = {26},
number = {3},
pages = {252},
year = {2024},
url = {https://doi.org/10.3390/e26030252},
doi = {10.3390/E26030252},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/ShwartzZivL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuHLLLOPT24,
author = {Li Liu and
Timothy M. Hospedales and
Yann LeCun and
Mingsheng Long and
Jiebo Luo and
Wanli Ouyang and
Matti Pietik{\"{a}}inen and
Tinne Tuytelaars},
title = {Editorial: Learning With Fewer Labels in Computer Vision},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {46},
number = {3},
pages = {1319--1326},
year = {2024},
url = {https://doi.org/10.1109/TPAMI.2023.3341723},
doi = {10.1109/TPAMI.2023.3341723},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LiuHLLLOPT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Siddiqui0LD24,
author = {Shoaib Ahmed Siddiqui and
David Krueger and
Yann LeCun and
St{\'{e}}phane Deny},
title = {Blockwise Self-Supervised Learning at Scale},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=M2m618iIPk},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Siddiqui0LD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HeB0PLH24,
author = {Xiaoxin He and
Xavier Bresson and
Thomas Laurent and
Adam Perold and
Yann LeCun and
Bryan Hooi},
title = {Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed
Graph Representation Learning},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=RXFVcynVe1},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HeB0PLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MialonF0LS24,
author = {Gr{\'{e}}goire Mialon and
Cl{\'{e}}mentine Fourrier and
Thomas Wolf and
Yann LeCun and
Thomas Scialom},
title = {{GAIA:} a benchmark for General {AI} Assistants},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=fibxvahvs3},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MialonF0LS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalestrieroL24,
author = {Randall Balestriero and
Yann LeCun},
title = {How Learning by Reconstruction Produces Uninformative Features For
Perception},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=XsDWw1Mn2p},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalestrieroL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BarBSAVBDGL24,
author = {Amir Bar and
Florian Bordes and
Assaf Shocher and
Mido Assran and
Pascal Vincent and
Nicolas Ballas and
Trevor Darrell and
Amir Globerson and
Yann LeCun},
title = {Stochastic positional embeddings improve masked image modeling},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=hr8OXXMb7a},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BarBSAVBDGL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PressSLB24,
author = {Ori Press and
Ravid Shwartz{-}Ziv and
Yann LeCun and
Matthias Bethge},
title = {The Entropy Enigma: Success and Failure of Entropy Minimization},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=0bGsVoumFL},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PressSLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06209,
author = {Shengbang Tong and
Zhuang Liu and
Yuexiang Zhai and
Yi Ma and
Yann LeCun and
Saining Xie},
title = {Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs},
journal = {CoRR},
volume = {abs/2401.06209},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06209},
doi = {10.48550/ARXIV.2401.06209},
eprinttype = {arXiv},
eprint = {2401.06209},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11188,
author = {Randall Balestriero and
Yann LeCun},
title = {Fast and Exact Enumeration of Deep Networks Partitions Regions},
journal = {CoRR},
volume = {abs/2401.11188},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11188},
doi = {10.48550/ARXIV.2401.11188},
eprinttype = {arXiv},
eprint = {2401.11188},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07630,
author = {Xiaoxin He and
Yijun Tian and
Yifei Sun and
Nitesh V. Chawla and
Thomas Laurent and
Yann LeCun and
Xavier Bresson and
Bryan Hooi},
title = {G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding
and Question Answering},
journal = {CoRR},
volume = {abs/2402.07630},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07630},
doi = {10.48550/ARXIV.2402.07630},
eprinttype = {arXiv},
eprint = {2402.07630},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11337,
author = {Randall Balestriero and
Yann LeCun},
title = {Learning by Reconstruction Produces Uninformative Features For Perception},
journal = {CoRR},
volume = {abs/2402.11337},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11337},
doi = {10.48550/ARXIV.2402.11337},
eprinttype = {arXiv},
eprint = {2402.11337},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00504,
author = {Quentin Garrido and
Mahmoud Assran and
Nicolas Ballas and
Adrien Bardes and
Laurent Najman and
Yann LeCun},
title = {Learning and Leveraging World Models in Visual Representation Learning},
journal = {CoRR},
volume = {abs/2403.00504},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00504},
doi = {10.48550/ARXIV.2403.00504},
eprinttype = {arXiv},
eprint = {2403.00504},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-08471,
author = {Adrien Bardes and
Quentin Garrido and
Jean Ponce and
Xinlei Chen and
Michael G. Rabbat and
Yann LeCun and
Mahmoud Assran and
Nicolas Ballas},
title = {Revisiting Feature Prediction for Learning Visual Representations
from Video},
journal = {CoRR},
volume = {abs/2404.08471},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.08471},
doi = {10.48550/ARXIV.2404.08471},
eprinttype = {arXiv},
eprint = {2404.08471},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-08471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-09991,
author = {Amir Bar and
Arya Bakhtiar and
Danny Tran and
Antonio Loquercio and
Jathushan Rajasegaran and
Yann LeCun and
Amir Globerson and
Trevor Darrell},
title = {EgoPet: Egomotion and Interaction Data from an Animal's Perspective},
journal = {CoRR},
volume = {abs/2404.09991},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.09991},
doi = {10.48550/ARXIV.2404.09991},
eprinttype = {arXiv},
eprint = {2404.09991},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-09991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01469,
author = {Th{\'{e}}o Moutakanni and
Piotr Bojanowski and
Guillaume Chassagnon and
C{\'{e}}line Hudelot and
Armand Joulin and
Yann LeCun and
Matthew Muckley and
Maxime Oquab and
Marie{-}Pierre Revel and
Maria Vakalopoulou},
title = {Advancing human-centric {AI} for robust X-ray analysis through holistic
self-supervised learning},
journal = {CoRR},
volume = {abs/2405.01469},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.01469},
doi = {10.48550/ARXIV.2405.01469},
eprinttype = {arXiv},
eprint = {2405.01469},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-01469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-05012,
author = {Ori Press and
Ravid Shwartz{-}Ziv and
Yann LeCun and
Matthias Bethge},
title = {The Entropy Enigma: Success and Failure of Entropy Minimization},
journal = {CoRR},
volume = {abs/2405.05012},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.05012},
doi = {10.48550/ARXIV.2405.05012},
eprinttype = {arXiv},
eprint = {2405.05012},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-05012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-10292,
author = {Yuexiang Zhai and
Hao Bai and
Zipeng Lin and
Jiayi Pan and
Shengbang Tong and
Yifei Zhou and
Alane Suhr and
Saining Xie and
Yann LeCun and
Yi Ma and
Sergey Levine},
title = {Fine-Tuning Large Vision-Language Models as Decision-Making Agents
via Reinforcement Learning},
journal = {CoRR},
volume = {abs/2405.10292},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.10292},
doi = {10.48550/ARXIV.2405.10292},
eprinttype = {arXiv},
eprint = {2405.10292},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-10292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15802,
author = {Adrien Basdevant and
Camille Fran{\c{c}}ois and
Victor Storchan and
Kevin Bankston and
Ayah Bdeir and
Brian Behlendorf and
M{\'{e}}rouane Debbah and
Sayash Kapoor and
Yann LeCun and
Mark Surman and
Helen King{-}Turvey and
Nathan Lambert and
Stefano Maffulli and
Nik Marda and
Govind Shivkumar and
Justine Tunney},
title = {Towards a Framework for Openness in Foundation Models: Proceedings
from the Columbia Convening on Openness in Artificial Intelligence},
journal = {CoRR},
volume = {abs/2405.15802},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15802},
doi = {10.48550/ARXIV.2405.15802},
eprinttype = {arXiv},
eprint = {2405.15802},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-18418,
author = {Nicklas Hansen and
Jyothir S. V and
Vlad Sobal and
Yann LeCun and
Xiaolong Wang and
Hao Su},
title = {Hierarchical World Models as Visual Whole-Body Humanoid Controllers},
journal = {CoRR},
volume = {abs/2405.18418},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.18418},
doi = {10.48550/ARXIV.2405.18418},
eprinttype = {arXiv},
eprint = {2405.18418},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-18418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09366,
author = {Rylan Schaeffer and
Victor Lecomte and
Dhruv Bhandarkar Pai and
Andres Carranza and
Berivan Isik and
Alyssa Unell and
Mikail Khona and
Thomas E. Yerxa and
Yann LeCun and
SueYeon Chung and
Andrey Gromov and
Ravid Shwartz{-}Ziv and
Sanmi Koyejo},
title = {Towards an Improved Understanding and Utilization of Maximum Manifold
Capacity Representations},
journal = {CoRR},
volume = {abs/2406.09366},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09366},
doi = {10.48550/ARXIV.2406.09366},
eprinttype = {arXiv},
eprint = {2406.09366},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11463,
author = {Ravid Shwartz{-}Ziv and
Micah Goldblum and
Arpit Bansal and
C. Bayan Bruss and
Yann LeCun and
Andrew Gordon Wilson},
title = {Just How Flexible are Neural Networks in Practice?},
journal = {CoRR},
volume = {abs/2406.11463},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11463},
doi = {10.48550/ARXIV.2406.11463},
eprinttype = {arXiv},
eprint = {2406.11463},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16860,
author = {Shengbang Tong and
Ellis Brown and
Penghao Wu and
Sanghyun Woo and
Manoj Middepogu and
Sai Charitha Akula and
Jihan Yang and
Shusheng Yang and
Adithya Iyer and
Xichen Pan and
Austin Wang and
Rob Fergus and
Yann LeCun and
Saining Xie},
title = {Cambrian-1: {A} Fully Open, Vision-Centric Exploration of Multimodal
LLMs},
journal = {CoRR},
volume = {abs/2406.16860},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16860},
doi = {10.48550/ARXIV.2406.16860},
eprinttype = {arXiv},
eprint = {2406.16860},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19314,
author = {Colin White and
Samuel Dooley and
Manley Roberts and
Arka Pal and
Benjamin Feuer and
Siddhartha Jain and
Ravid Shwartz{-}Ziv and
Neel Jain and
Khalid Saifullah and
Siddartha Naidu and
Chinmay Hegde and
Yann LeCun and
Tom Goldstein and
Willie Neiswanger and
Micah Goldblum},
title = {LiveBench: {A} Challenging, Contamination-Free {LLM} Benchmark},
journal = {CoRR},
volume = {abs/2406.19314},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.19314},
doi = {10.48550/ARXIV.2406.19314},
eprinttype = {arXiv},
eprint = {2406.19314},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-19314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-18134,
author = {Vlad Sobal and
Mark Ibrahim and
Randall Balestriero and
Vivien Cabannes and
Diane Bouchacourt and
Pietro Astolfi and
Kyunghyun Cho and
Yann LeCun},
title = {{\(\mathbb{X}\)}-Sample Contrastive Loss: Improving Contrastive Learning
with Sample Similarity Graphs},
journal = {CoRR},
volume = {abs/2407.18134},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.18134},
doi = {10.48550/ARXIV.2407.18134},
eprinttype = {arXiv},
eprint = {2407.18134},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-18134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-11208,
author = {Alex N. Wang and
Christopher Hoang and
Yuwen Xiong and
Yann LeCun and
Mengye Ren},
title = {PooDLe: Pooled and dense self-supervised learning from naturalistic
videos},
journal = {CoRR},
volume = {abs/2408.11208},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.11208},
doi = {10.48550/ARXIV.2408.11208},
eprinttype = {arXiv},
eprint = {2408.11208},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-11208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/BrowningL23,
author = {Jacob Browning and
Yann LeCun},
title = {Language, common sense, and the Winograd schema challenge},
journal = {Artif. Intell.},
volume = {325},
pages = {104031},
year = {2023},
url = {https://doi.org/10.1016/j.artint.2023.104031},
doi = {10.1016/J.ARTINT.2023.104031},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/BrowningL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenBLL23,
author = {Yubei Chen and
Adrien Bardes and
Zengyi Li and
Yann LeCun},
title = {Bag of Image Patch Embedding Behind the Success of Self-Supervised
Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=r06xREo3QG},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenBLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MialonDLNPRRSDC23,
author = {Gr{\'{e}}goire Mialon and
Roberto Dess{\`{\i}} and
Maria Lomeli and
Christoforos Nalmpantis and
Ramakanth Pasunuru and
Roberta Raileanu and
Baptiste Rozi{\`{e}}re and
Timo Schick and
Jane Dwivedi{-}Yu and
Asli Celikyilmaz and
Edouard Grave and
Yann LeCun and
Thomas Scialom},
title = {Augmented Language Models: a Survey},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=jh7wH2AzKK},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MialonDLNPRRSDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Pramanick0NZSLC23,
author = {Shraman Pramanick and
Li Jing and
Sayan Nag and
Jiachen Zhu and
Hardik Shah and
Yann LeCun and
Rama Chellappa},
title = {VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature
Alignment},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=Kt2VJrCKo4},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Pramanick0NZSLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangPCLK23,
author = {Ying Wang and
Jonas Pfeiffer and
Nicolas Carion and
Yann LeCun and
Aishwarya Kamath},
title = {Adapting Grounded Visual Question Answering Models to Low Resource
Languages},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {2596--2605},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00258},
doi = {10.1109/CVPRW59228.2023.00258},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WangPCLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AssranDMBVRLB23,
author = {Mahmoud Assran and
Quentin Duval and
Ishan Misra and
Piotr Bojanowski and
Pascal Vincent and
Michael G. Rabbat and
Yann LeCun and
Nicolas Ballas},
title = {Self-Supervised Learning from Images with a Joint-Embedding Predictive
Architecture},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {15619--15629},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01499},
doi = {10.1109/CVPR52729.2023.01499},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AssranDMBVRLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BalestrieroL23,
author = {Randall Balestriero and
Yann LeCun},
title = {Fast and Exact Enumeration of Deep Networks Partitions Regions},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095698},
doi = {10.1109/ICASSP49357.2023.10095698},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/BalestrieroL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BalestrieroL23a,
author = {Randall Balestriero and
Yann LeCun},
title = {Police: Provably Optimal Linear Constraint Enforcement For Deep Neural
Networks},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096520},
doi = {10.1109/ICASSP49357.2023.10096520},
timestamp = {Sun, 05 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/BalestrieroL23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/CabannesBLB23,
author = {Vivien Cabannes and
L{\'{e}}on Bottou and
Yann LeCun and
Randall Balestriero},
title = {Active Self-Supervised Learning: {A} Few Low-Cost Relationships Are
All You Need},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {16228--16237},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01491},
doi = {10.1109/ICCV51070.2023.01491},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/CabannesBLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenY0OL23,
author = {Yubei Chen and
Zeyu Yun and
Yi Ma and
Bruno A. Olshausen and
Yann LeCun},
title = {Minimalistic Unsupervised Representation Learning with the Sparse
Manifold Transform},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=nN\_nBVKAhhD},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenY0OL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GarridoCBNL23,
author = {Quentin Garrido and
Yubei Chen and
Adrien Bardes and
Laurent Najman and
Yann LeCun},
title = {On the duality between contrastive and non-contrastive self-supervised
learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=kDEL91Dufpa},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GarridoCBNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CabannesKBLB23,
author = {Vivien Cabannes and
Bobak Toussi Kiani and
Randall Balestriero and
Yann LeCun and
Alberto Bietti},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {The {SSL} Interplay: Augmentations, Inductive Bias, and Generalization},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {3252--3298},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/cabannes23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/CabannesKBLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GarridoBNL23,
author = {Quentin Garrido and
Randall Balestriero and
Laurent Najman and
Yann LeCun},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised
Representations by Their Rank},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {10929--10974},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/garrido23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GarridoBNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GarridoNL23,
author = {Quentin Garrido and
Laurent Najman and
Yann LeCun},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Self-supervised learning of Split Invariant Equivariant representations},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {10975--10996},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/garrido23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GarridoNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeH0PLB23,
author = {Xiaoxin He and
Bryan Hooi and
Thomas Laurent and
Adam Perold and
Yann LeCun and
Xavier Bresson},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {A Generalization of ViT/MLP-Mixer to Graphs},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {12724--12745},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/he23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeH0PLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Ben-ShaulSGDL23,
author = {Ido Ben{-}Shaul and
Ravid Shwartz{-}Ziv and
Tomer Galanti and
Shai Dekel and
Yann LeCun},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Reverse Engineering Self-Supervised Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/b63ad8c24354b0e5bcb7aea16490beab-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Ben-ShaulSGDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MialonGLRLK23,
author = {Gr{\'{e}}goire Mialon and
Quentin Garrido and
Hannah Lawrence and
Danyal Rehman and
Yann LeCun and
Bobak T. Kiani},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Self-Supervised Learning with Lie Symmetries for Partial Differential
Equations},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5c46ae130105fa012da0446126c01d1d-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MialonGLRLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Shwartz-ZivBKRL23,
author = {Ravid Shwartz{-}Ziv and
Randall Balestriero and
Kenji Kawaguchi and
Tim G. J. Rudner and
Yann LeCun},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {An Information Theory Perspective on Variance-Invariance-Covariance
Regularization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/6b1d4c03391b0aa6ddde0b807a78c950-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Shwartz-ZivBKRL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/WangCYCL23,
author = {Jiayun Wang and
Yubei Chen and
Stella X. Yu and
Brian Cheung and
Yann LeCun},
title = {Compact and Optimal Deep Learning with Recurrent Parameter Generators},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {3889--3899},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00389},
doi = {10.1109/WACV56688.2023.00389},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/WangCYCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-08243,
author = {Mahmoud Assran and
Quentin Duval and
Ishan Misra and
Piotr Bojanowski and
Pascal Vincent and
Michael G. Rabbat and
Yann LeCun and
Nicolas Ballas},
title = {Self-Supervised Learning from Images with a Joint-Embedding Predictive
Architecture},
journal = {CoRR},
volume = {abs/2301.08243},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.08243},
doi = {10.48550/ARXIV.2301.08243},
eprinttype = {arXiv},
eprint = {2301.08243},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-08243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01647,
author = {Shoaib Ahmed Siddiqui and
David Krueger and
Yann LeCun and
St{\'{e}}phane Deny},
title = {Blockwise Self-Supervised Learning at Scale},
journal = {CoRR},
volume = {abs/2302.01647},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01647},
doi = {10.48550/ARXIV.2302.01647},
eprinttype = {arXiv},
eprint = {2302.01647},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02774,
author = {Vivien Cabannes and
Bobak Toussi Kiani and
Randall Balestriero and
Yann LeCun and
Alberto Bietti},
title = {The {SSL} Interplay: Augmentations, Inductive Bias, and Generalization},
journal = {CoRR},
volume = {abs/2302.02774},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02774},
doi = {10.48550/ARXIV.2302.02774},
eprinttype = {arXiv},
eprint = {2302.02774},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07842,
author = {Gr{\'{e}}goire Mialon and
Roberto Dess{\`{\i}} and
Maria Lomeli and
Christoforos Nalmpantis and
Ramakanth Pasunuru and
Roberta Raileanu and
Baptiste Rozi{\`{e}}re and
Timo Schick and
Jane Dwivedi{-}Yu and
Asli Celikyilmaz and
Edouard Grave and
Yann LeCun and
Thomas Scialom},
title = {Augmented Language Models: a Survey},
journal = {CoRR},
volume = {abs/2302.07842},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07842},
doi = {10.48550/ARXIV.2302.07842},
eprinttype = {arXiv},
eprint = {2302.07842},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10283,
author = {Quentin Garrido and
Laurent Najman and
Yann LeCun},
title = {Self-supervised learning of Split Invariant Equivariant representations},
journal = {CoRR},
volume = {abs/2302.10283},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10283},
doi = {10.48550/ARXIV.2302.10283},
eprinttype = {arXiv},
eprint = {2302.10283},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00633,
author = {Ravid Shwartz{-}Ziv and
Randall Balestriero and
Kenji Kawaguchi and
Tim G. J. Rudner and
Yann LeCun},
title = {An Information-Theoretic Perspective on Variance-Invariance-Covariance
Regularization},
journal = {CoRR},
volume = {abs/2303.00633},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00633},
doi = {10.48550/ARXIV.2303.00633},
eprinttype = {arXiv},
eprint = {2303.00633},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-15256,
author = {Vivien Cabannes and
L{\'{e}}on Bottou and
Yann LeCun and
Randall Balestriero},
title = {Active Self-Supervised Learning: {A} Few Low-Cost Relationships Are
All You Need},
journal = {CoRR},
volume = {abs/2303.15256},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.15256},
doi = {10.48550/ARXIV.2303.15256},
eprinttype = {arXiv},
eprint = {2303.15256},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-15256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03977,
author = {Shengbang Tong and
Yubei Chen and
Yi Ma and
Yann LeCun},
title = {{EMP-SSL:} Towards Self-Supervised Learning in One Training Epoch},
journal = {CoRR},
volume = {abs/2304.03977},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03977},
doi = {10.48550/ARXIV.2304.03977},
eprinttype = {arXiv},
eprint = {2304.03977},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09355,
author = {Ravid Shwartz{-}Ziv and
Yann LeCun},
title = {To Compress or Not to Compress - Self-Supervised Learning and Information
Theory: {A} Review},
journal = {CoRR},
volume = {abs/2304.09355},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09355},
doi = {10.48550/ARXIV.2304.09355},
eprinttype = {arXiv},
eprint = {2304.09355},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-12210,
author = {Randall Balestriero and
Mark Ibrahim and
Vlad Sobal and
Ari Morcos and
Shashank Shekhar and
Tom Goldstein and
Florian Bordes and
Adrien Bardes and
Gr{\'{e}}goire Mialon and
Yuandong Tian and
Avi Schwarzschild and
Andrew Gordon Wilson and
Jonas Geiping and
Quentin Garrido and
Pierre Fernandez and
Amir Bar and
Hamed Pirsiavash and
Yann LeCun and
Micah Goldblum},
title = {A Cookbook of Self-Supervised Learning},
journal = {CoRR},
volume = {abs/2304.12210},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.12210},
doi = {10.48550/ARXIV.2304.12210},
eprinttype = {arXiv},
eprint = {2304.12210},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-12210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15614,
author = {Ido Ben{-}Shaul and
Ravid Shwartz{-}Ziv and
Tomer Galanti and
Shai Dekel and
Yann LeCun},
title = {Reverse Engineering Self-Supervised Learning},
journal = {CoRR},
volume = {abs/2305.15614},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15614},
doi = {10.48550/ARXIV.2305.15614},
eprinttype = {arXiv},
eprint = {2305.15614},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02572,
author = {Anna Dawid and
Yann LeCun},
title = {Introduction to Latent Variable Energy-Based Models: {A} Path Towards
Autonomous Machine Intelligence},
journal = {CoRR},
volume = {abs/2306.02572},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02572},
doi = {10.48550/ARXIV.2306.02572},
eprinttype = {arXiv},
eprint = {2306.02572},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13292,
author = {Jiachen Zhu and
Ravid Shwartz{-}Ziv and
Yubei Chen and
Yann LeCun},
title = {Variance-Covariance Regularization Improves Representation Learning},
journal = {CoRR},
volume = {abs/2306.13292},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13292},
doi = {10.48550/ARXIV.2306.13292},
eprinttype = {arXiv},
eprint = {2306.13292},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05432,
author = {Gr{\'{e}}goire Mialon and
Quentin Garrido and
Hannah Lawrence and
Danyal Rehman and
Yann LeCun and
Bobak Toussi Kiani},
title = {Self-Supervised Learning with Lie Symmetries for Partial Differential
Equations},
journal = {CoRR},
volume = {abs/2307.05432},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05432},
doi = {10.48550/ARXIV.2307.05432},
eprinttype = {arXiv},
eprint = {2307.05432},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-12698,
author = {Adrien Bardes and
Jean Ponce and
Yann LeCun},
title = {{MC-JEPA:} {A} Joint-Embedding Predictive Architecture for Self-Supervised
Learning of Motion and Content Features},
journal = {CoRR},
volume = {abs/2307.12698},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.12698},
doi = {10.48550/ARXIV.2307.12698},
eprinttype = {arXiv},
eprint = {2307.12698},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-12698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00566,
author = {Amir Bar and
Florian Bordes and
Assaf Shocher and
Mahmoud Assran and
Pascal Vincent and
Nicolas Ballas and
Trevor Darrell and
Amir Globerson and
Yann LeCun},
title = {Predicting masked tokens in stochastic locations improves masked image
modeling},
journal = {CoRR},
volume = {abs/2308.00566},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00566},
doi = {10.48550/ARXIV.2308.00566},
eprinttype = {arXiv},
eprint = {2308.00566},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04496,
author = {Zeyu Yun and
Juexiao Zhang and
Bruno A. Olshausen and
Yann LeCun and
Yubei Chen},
title = {{URLOST:} Unsupervised Representation Learning without Stationarity
or Topology},
journal = {CoRR},
volume = {abs/2310.04496},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04496},
doi = {10.48550/ARXIV.2310.04496},
eprinttype = {arXiv},
eprint = {2310.04496},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12983,
author = {Gr{\'{e}}goire Mialon and
Cl{\'{e}}mentine Fourrier and
Craig Swift and
Thomas Wolf and
Yann LeCun and
Thomas Scialom},
title = {{GAIA:} a benchmark for General {AI} Assistants},
journal = {CoRR},
volume = {abs/2311.12983},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12983},
doi = {10.48550/ARXIV.2311.12983},
eprinttype = {arXiv},
eprint = {2311.12983},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-17227,
author = {Jyothir S. V and
Siddhartha Jalagam and
Yann LeCun and
Vlad Sobal},
title = {Gradient-based Planning with World Models},
journal = {CoRR},
volume = {abs/2312.17227},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.17227},
doi = {10.48550/ARXIV.2312.17227},
eprinttype = {arXiv},
eprint = {2312.17227},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-17227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MatsuoLSPSSUM22,
author = {Yutaka Matsuo and
Yann LeCun and
Maneesh Sahani and
Doina Precup and
David Silver and
Masashi Sugiyama and
Eiji Uchibe and
Jun Morimoto},
title = {Deep learning, reinforcement learning, and world models},
journal = {Neural Networks},
volume = {152},
pages = {267--275},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.03.037},
doi = {10.1016/J.NEUNET.2022.03.037},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/MatsuoLSPSSUM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/EvtimovaL22,
author = {Katrina Evtimova and
Yann LeCun},
title = {Sparse Coding with Multi-layer Decoders using Variance Regularization},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=4GuIi1jJ74},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/EvtimovaL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/YehHHLCL22,
author = {Chun{-}Hsiao Yeh and
Cheng{-}Yao Hong and
Yen{-}Chi Hsu and
Tyng{-}Luh Liu and
Yubei Chen and
Yann LeCun},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Decoupled Contrastive Learning},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXVI}},
series = {Lecture Notes in Computer Science},
volume = {13686},
pages = {668--684},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19809-0\_38},
doi = {10.1007/978-3-031-19809-0\_38},
timestamp = {Thu, 03 Nov 2022 14:02:39 +0100},
biburl = {https://dblp.org/rec/conf/eccv/YehHHLCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BardesPL22,
author = {Adrien Bardes and
Jean Ponce and
Yann LeCun},
title = {VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised
Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=xm6YD62D1Ub},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BardesPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JingVLT22,
author = {Li Jing and
Pascal Vincent and
Yann LeCun and
Yuandong Tian},
title = {Understanding Dimensional Collapse in Contrastive Self-supervised
Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=YevsQ05DEN7},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JingVLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalestrieroBL22,
author = {Randall Balestriero and
L{\'{e}}on Bottou and
Yann LeCun},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {The Effects of Regularization and Data Augmentation are Class Dependent},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f73c04538a5e1cad40ba5586b4b517d3-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BalestrieroBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalestrieroL22,
author = {Randall Balestriero and
Yann LeCun},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Contrastive and Non-Contrastive Self-Supervised Learning Recover Global
and Local Spectral Embedding Methods},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/aa56c74513a5e35768a11f4e82dd7ffb-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BalestrieroL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalestrieroML22,
author = {Randall Balestriero and
Ishan Misra and
Yann LeCun},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Data-Augmentation Is Worth {A} Thousand Samples: Analytical Moments
And Sampling-Free Training},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7c080cab957edab671ac49ae11e51337-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BalestrieroML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BardesPL22,
author = {Adrien Bardes and
Jean Ponce and
Yann LeCun},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {VICRegL: Self-Supervised Learning of Local Visual Features},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/39cee562b91611c16ac0b100f0bc1ea1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BardesPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DouKGZWL00LPGW22,
author = {Zi{-}Yi Dou and
Aishwarya Kamath and
Zhe Gan and
Pengchuan Zhang and
Jianfeng Wang and
Linjie Li and
Zicheng Liu and
Ce Liu and
Yann LeCun and
Nanyun Peng and
Jianfeng Gao and
Lijuan Wang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/d4b6ccf3acd6ccbc1093e093df345ba2-Abstract-Conference.html},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DouKGZWL00LPGW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KianiBLL22,
author = {Bobak Toussi Kiani and
Randall Balestriero and
Yann LeCun and
Seth Lloyd},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {projUNN: efficient method for training deep networks with unitary
matrices},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/5d1a0188e18c1d74a0f8d6eb5ecede4f-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KianiBLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Shwartz-ZivGSKZ22,
author = {Ravid Shwartz{-}Ziv and
Micah Goldblum and
Hossein Souri and
Sanyam Kapoor and
Chen Zhu and
Yann LeCun and
Andrew Gordon Wilson},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative
Priors},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/b1e7f61f40d68b2177857bfcb195a507-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Shwartz-ZivGSKZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-10000,
author = {Zengyi Li and
Yubei Chen and
Yann LeCun and
Friedrich T. Sommer},
title = {Neural Manifold Clustering and Embedding},
journal = {CoRR},
volume = {abs/2201.10000},
year = {2022},
url = {https://arxiv.org/abs/2201.10000},
eprinttype = {arXiv},
eprint = {2201.10000},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-10000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08325,
author = {Randall Balestriero and
Ishan Misra and
Yann LeCun},
title = {A Data-Augmentation Is Worth {A} Thousand Samples: Exact Quantification
From Analytical Augmented Sample Moments},
journal = {CoRR},
volume = {abs/2202.08325},
year = {2022},
url = {https://arxiv.org/abs/2202.08325},
eprinttype = {arXiv},
eprint = {2202.08325},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-05483,
author = {Bobak Toussi Kiani and
Randall Balestriero and
Yann LeCun and
Seth Lloyd},
title = {projUNN: efficient method for training deep networks with unitary
matrices},
journal = {CoRR},
volume = {abs/2203.05483},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.05483},
doi = {10.48550/ARXIV.2203.05483},
eprinttype = {arXiv},
eprint = {2203.05483},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-05483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03632,
author = {Randall Balestriero and
L{\'{e}}on Bottou and
Yann LeCun},
title = {The Effects of Regularization and Data Augmentation are Class Dependent},
journal = {CoRR},
volume = {abs/2204.03632},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03632},
doi = {10.48550/ARXIV.2204.03632},
eprinttype = {arXiv},
eprint = {2204.03632},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07184,
author = {Vlad Sobal and
Alfredo Canziani and
Nicolas Carion and
Kyunghyun Cho and
Yann LeCun},
title = {Separating the World and Ego Models for Self-Driving},
journal = {CoRR},
volume = {abs/2204.07184},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07184},
doi = {10.48550/ARXIV.2204.07184},
eprinttype = {arXiv},
eprint = {2204.07184},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10279,
author = {Ravid Shwartz{-}Ziv and
Micah Goldblum and
Hossein Souri and
Sanyam Kapoor and
Chen Zhu and
Yann LeCun and
Andrew Gordon Wilson},
title = {Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative
Priors},
journal = {CoRR},
volume = {abs/2205.10279},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10279},
doi = {10.48550/ARXIV.2205.10279},
eprinttype = {arXiv},
eprint = {2205.10279},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11508,
author = {Randall Balestriero and
Yann LeCun},
title = {Contrastive and Non-Contrastive Self-Supervised Learning Recover Global
and Local Spectral Embedding Methods},
journal = {CoRR},
volume = {abs/2205.11508},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11508},
doi = {10.48550/ARXIV.2205.11508},
eprinttype = {arXiv},
eprint = {2205.11508},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02574,
author = {Quentin Garrido and
Yubei Chen and
Adrien Bardes and
Laurent Najman and
Yann LeCun},
title = {On the duality between contrastive and non-contrastive self-supervised
learning},
journal = {CoRR},
volume = {abs/2206.02574},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02574},
doi = {10.48550/ARXIV.2206.02574},
eprinttype = {arXiv},
eprint = {2206.02574},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07643,
author = {Zi{-}Yi Dou and
Aishwarya Kamath and
Zhe Gan and
Pengchuan Zhang and
Jianfeng Wang and
Linjie Li and
Zicheng Liu and
Ce Liu and
Yann LeCun and
Nanyun Peng and
Jianfeng Gao and
Lijuan Wang},
title = {Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone},
journal = {CoRR},
volume = {abs/2206.07643},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07643},
doi = {10.48550/ARXIV.2206.07643},
eprinttype = {arXiv},
eprint = {2206.07643},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07700,
author = {Li Jing and
Jiachen Zhu and
Yann LeCun},
title = {Masked Siamese ConvNets},
journal = {CoRR},
volume = {abs/2206.07700},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07700},
doi = {10.48550/ARXIV.2206.07700},
eprinttype = {arXiv},
eprint = {2206.07700},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08954,
author = {Yubei Chen and
Adrien Bardes and
Zengyi Li and
Yann LeCun},
title = {Intra-Instance VICReg: Bag of Self-Supervised Image Patch Embedding},
journal = {CoRR},
volume = {abs/2206.08954},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08954},
doi = {10.48550/ARXIV.2206.08954},
eprinttype = {arXiv},
eprint = {2206.08954},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10698,
author = {Jiachen Zhu and
Rafael M. Moraes and
Serkan Karakulak and
Vlad Sobol and
Alfredo Canziani and
Yann LeCun},
title = {TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised
Visual Representation Learning},
journal = {CoRR},
volume = {abs/2206.10698},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10698},
doi = {10.48550/ARXIV.2206.10698},
eprinttype = {arXiv},
eprint = {2206.10698},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10081,
author = {Ravid Shwartz{-}Ziv and
Randall Balestriero and
Yann LeCun},
title = {What Do We Maximize in Self-Supervised Learning?},
journal = {CoRR},
volume = {abs/2207.10081},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10081},
doi = {10.48550/ARXIV.2207.10081},
eprinttype = {arXiv},
eprint = {2207.10081},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-12345,
author = {Wancong Zhang and
Anthony GX{-}Chen and
Vlad Sobal and
Yann LeCun and
Nicolas Carion},
title = {Light-weight probing of unsupervised representations for Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2208.12345},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.12345},
doi = {10.48550/ARXIV.2208.12345},
eprinttype = {arXiv},
eprint = {2208.12345},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-12345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-14884,
author = {Bobak Toussi Kiani and
Randall Balestriero and
Yubei Chen and
Seth Lloyd and
Yann LeCun},
title = {Joint Embedding Self-Supervised Learning in the Kernel Regime},
journal = {CoRR},
volume = {abs/2209.14884},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.14884},
doi = {10.48550/ARXIV.2209.14884},
eprinttype = {arXiv},
eprint = {2209.14884},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-14884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-14905,
author = {Gr{\'{e}}goire Mialon and
Randall Balestriero and
Yann LeCun},
title = {Variance Covariance Regularization Enforces Pairwise Independence
in Self-Supervised Representations},
journal = {CoRR},
volume = {abs/2209.14905},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.14905},
doi = {10.48550/ARXIV.2209.14905},
eprinttype = {arXiv},
eprint = {2209.14905},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-14905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15261,
author = {Yubei Chen and
Zeyu Yun and
Yi Ma and
Bruno A. Olshausen and
Yann LeCun},
title = {Minimalistic Unsupervised Learning with the Sparse Manifold Transform},
journal = {CoRR},
volume = {abs/2209.15261},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15261},
doi = {10.48550/ARXIV.2209.15261},
eprinttype = {arXiv},
eprint = {2209.15261},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01571,
author = {Adrien Bardes and
Jean Ponce and
Yann LeCun},
title = {VICRegL: Self-Supervised Learning of Local Visual Features},
journal = {CoRR},
volume = {abs/2210.01571},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01571},
doi = {10.48550/ARXIV.2210.01571},
eprinttype = {arXiv},
eprint = {2210.01571},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02885,
author = {Quentin Garrido and
Randall Balestriero and
Laurent Najman and
Yann LeCun},
title = {RankMe: Assessing the downstream performance of pretrained self-supervised
representations by their rank},
journal = {CoRR},
volume = {abs/2210.02885},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02885},
doi = {10.48550/ARXIV.2210.02885},
eprinttype = {arXiv},
eprint = {2210.02885},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04135,
author = {Shraman Pramanick and
Li Jing and
Sayan Nag and
Jiachen Zhu and
Hardik Shah and
Yann LeCun and
Rama Chellappa},
title = {VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature
Alignment},
journal = {CoRR},
volume = {abs/2210.04135},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04135},
doi = {10.48550/ARXIV.2210.04135},
eprinttype = {arXiv},
eprint = {2210.04135},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08340,
author = {Anthony Zador and
Blake A. Richards and
Bence {\"{O}}lveczky and
Sean Escola and
Yoshua Bengio and
Kwabena Boahen and
Matthew M. Botvinick and
Dmitri B. Chklovskii and
Anne Churchland and
Claudia Clopath and
James DiCarlo and
Surya Ganguli and
Jeff Hawkins and
Konrad P. K{\"{o}}rding and
Alexei A. Koulakov and
Yann LeCun and
Timothy P. Lillicrap and
Adam H. Marblestone and
Bruno A. Olshausen and
Alexandre Pouget and
Cristina Savin and
Terrence J. Sejnowski and
Eero P. Simoncelli and
Sara A. Solla and
David Sussillo and
Andreas S. Tolias and
Doris Tsao},
title = {Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI
Revolution},
journal = {CoRR},
volume = {abs/2210.08340},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08340},
doi = {10.48550/ARXIV.2210.08340},
eprinttype = {arXiv},
eprint = {2210.08340},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16782,
author = {Shengbang Tong and
Xili Dai and
Yubei Chen and
Mingyang Li and
Zengyi Li and
Brent Yi and
Yann LeCun and
Yi Ma},
title = {Unsupervised Learning of Structured Representations via Closed-Loop
Transcription},
journal = {CoRR},
volume = {abs/2210.16782},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16782},
doi = {10.48550/ARXIV.2210.16782},
eprinttype = {arXiv},
eprint = {2210.16782},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01340,
author = {Randall Balestriero and
Yann LeCun},
title = {{POLICE:} Provably Optimal Linear Constraint Enforcement for Deep
Neural Networks},
journal = {CoRR},
volume = {abs/2211.01340},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01340},
doi = {10.48550/ARXIV.2211.01340},
eprinttype = {arXiv},
eprint = {2211.01340},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10831,
author = {Vlad Sobal and
Jyothir S. V and
Siddhartha Jalagam and
Nicolas Carion and
Kyunghyun Cho and
Yann LeCun},
title = {Joint Embedding Predictive Architectures Focus on Slow Features},
journal = {CoRR},
volume = {abs/2211.10831},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10831},
doi = {10.48550/ARXIV.2211.10831},
eprinttype = {arXiv},
eprint = {2211.10831},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13350,
author = {Xiaoxin He and
Bryan Hooi and
Thomas Laurent and
Adam Perold and
Yann LeCun and
Xavier Bresson},
title = {A Generalization of ViT/MLP-Mixer to Graphs},
journal = {CoRR},
volume = {abs/2212.13350},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13350},
doi = {10.48550/ARXIV.2212.13350},
eprinttype = {arXiv},
eprint = {2212.13350},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/BengioLH21,
author = {Yoshua Bengio and
Yann LeCun and
Geoffrey E. Hinton},
title = {Deep learning for {AI}},
journal = {Commun. {ACM}},
volume = {64},
number = {7},
pages = {58--65},
year = {2021},
url = {https://doi.org/10.1145/3448250},
doi = {10.1145/3448250},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/BengioLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/RoziereRTRLC21,
author = {Baptiste Rozi{\`{e}}re and
Morgane Rivi{\`{e}}re and
Olivier Teytaud and
J{\'{e}}r{\'{e}}my Rapin and
Yann LeCun and
Camille Couprie},
title = {Inspirational Adversarial Image Generation},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {4036--4045},
year = {2021},
url = {https://doi.org/10.1109/TIP.2021.3065845},
doi = {10.1109/TIP.2021.3065845},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/RoziereRTRLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-deelio/YunCOL21,
author = {Zeyu Yun and
Yubei Chen and
Bruno A. Olshausen and
Yann LeCun},
editor = {Eneko Agirre and
Marianna Apidianaki and
Ivan Vulic},
title = {Transformer visualization via dictionary learning: contextualized
embedding as a linear superposition of transformer factors},
booktitle = {Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge
Extraction and Integration for Deep Learning Architectures, DeeLIO@NAACL-HLT
2021, Online, June 10 2021},
pages = {1--10},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.deelio-1.1},
doi = {10.18653/V1/2021.DEELIO-1.1},
timestamp = {Sat, 09 Apr 2022 12:36:19 +0200},
biburl = {https://dblp.org/rec/conf/acl-deelio/YunCOL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/KamathSLSMC21,
author = {Aishwarya Kamath and
Mannat Singh and
Yann LeCun and
Gabriel Synnaeve and
Ishan Misra and
Nicolas Carion},
title = {{MDETR} - Modulated Detection for End-to-End Multi-Modal Understanding},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {1760--1770},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00180},
doi = {10.1109/ICCV48922.2021.00180},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/KamathSLSMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZbontarJMLD21,
author = {Jure Zbontar and
Li Jing and
Ishan Misra and
Yann LeCun and
St{\'{e}}phane Deny},
editor = {Marina Meila and
Tong Zhang},
title = {Barlow Twins: Self-Supervised Learning via Redundancy Reduction},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12310--12320},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zbontar21a.html},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZbontarJMLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/ZhangZL21,
author = {Xiang Zhang and
Junbo Zhao and
Yann LeCun},
title = {DBPedia},
publisher = {{IEEE} DataPort},
year = {2021},
month = jul,
howpublished = {\url{https://doi.org/10.21227/pm0y-kr98}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.21227/pm0y-kr98},
doi = {10.21227/PM0Y-KR98},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/ZhangZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03230,
author = {Jure Zbontar and
Li Jing and
Ishan Misra and
Yann LeCun and
St{\'{e}}phane Deny},
title = {Barlow Twins: Self-Supervised Learning via Redundancy Reduction},
journal = {CoRR},
volume = {abs/2103.03230},
year = {2021},
url = {https://arxiv.org/abs/2103.03230},
eprinttype = {arXiv},
eprint = {2103.03230},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15949,
author = {Zeyu Yun and
Yubei Chen and
Bruno A. Olshausen and
Yann LeCun},
title = {Transformer visualization via dictionary learning: contextualized
embedding as a linear superposition of transformer factors},
journal = {CoRR},
volume = {abs/2103.15949},
year = {2021},
url = {https://arxiv.org/abs/2103.15949},
eprinttype = {arXiv},
eprint = {2103.15949},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-15949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12763,
author = {Aishwarya Kamath and
Mannat Singh and
Yann LeCun and
Ishan Misra and
Gabriel Synnaeve and
Nicolas Carion},
title = {{MDETR} - Modulated Detection for End-to-End Multi-Modal Understanding},
journal = {CoRR},
volume = {abs/2104.12763},
year = {2021},
url = {https://arxiv.org/abs/2104.12763},
eprinttype = {arXiv},
eprint = {2104.12763},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04906,
author = {Adrien Bardes and
Jean Ponce and
Yann LeCun},
title = {VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised
Learning},
journal = {CoRR},
volume = {abs/2105.04906},
year = {2021},
url = {https://arxiv.org/abs/2105.04906},
eprinttype = {arXiv},
eprint = {2105.04906},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04906.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07110,
author = {Jiayun Wang and
Yubei Chen and
Stella X. Yu and
Brian Cheung and
Yann LeCun},
title = {Recurrent Parameter Generators},
journal = {CoRR},
volume = {abs/2107.07110},
year = {2021},
url = {https://arxiv.org/abs/2107.07110},
eprinttype = {arXiv},
eprint = {2107.07110},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06848,
author = {Chun{-}Hsiao Yeh and
Cheng{-}Yao Hong and
Yen{-}Chi Hsu and
Tyng{-}Luh Liu and
Yubei Chen and
Yann LeCun},
title = {Decoupled Contrastive Learning},
journal = {CoRR},
volume = {abs/2110.06848},
year = {2021},
url = {https://arxiv.org/abs/2110.06848},
eprinttype = {arXiv},
eprint = {2110.06848},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09348,
author = {Li Jing and
Pascal Vincent and
Yann LeCun and
Yuandong Tian},
title = {Understanding Dimensional Collapse in Contrastive Self-supervised
Learning},
journal = {CoRR},
volume = {abs/2110.09348},
year = {2021},
url = {https://arxiv.org/abs/2110.09348},
eprinttype = {arXiv},
eprint = {2110.09348},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-09348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09485,
author = {Randall Balestriero and
Jerome Pesenti and
Yann LeCun},
title = {Learning in High Dimension Always Amounts to Extrapolation},
journal = {CoRR},
volume = {abs/2110.09485},
year = {2021},
url = {https://arxiv.org/abs/2110.09485},
eprinttype = {arXiv},
eprint = {2110.09485},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-09485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09214,
author = {Katrina Evtimova and
Yann LeCun},
title = {Sparse Coding with Multi-Layer Decoders using Variance Regularization},
journal = {CoRR},
volume = {abs/2112.09214},
year = {2021},
url = {https://arxiv.org/abs/2112.09214},
eprinttype = {arXiv},
eprint = {2112.09214},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JingZL20,
author = {Li Jing and
Jure Zbontar and
Yann LeCun},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Implicit Rank-Minimizing Autoencoder},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/a9078e8653368c9c291ae2f8b74012e7-Abstract.html},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JingZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00679,
author = {Li Jing and
Jure Zbontar and
Yann LeCun},
title = {Implicit Rank-Minimizing Autoencoder},
journal = {CoRR},
volume = {abs/2010.00679},
year = {2020},
url = {https://arxiv.org/abs/2010.00679},
eprinttype = {arXiv},
eprint = {2010.00679},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VoBCHLPP19,
author = {Huy V. Vo and
Francis R. Bach and
Minsu Cho and
Kai Han and
Yann LeCun and
Patrick P{\'{e}}rez and
Jean Ponce},
title = {Unsupervised Image Matching and Object Discovery as Optimization},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {8287--8296},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Vo\_Unsupervised\_Image\_Matching\_and\_Object\_Discovery\_as\_Optimization\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00848},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/VoBCHLPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HenaffCL19,
author = {Mikael Henaff and
Alfredo Canziani and
Yann LeCun},
title = {Model-Predictive Policy Learning with Uncertainty Regularization for
Driving in Dense Traffic},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HygQBn0cYm},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HenaffCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NeyshaburLBLS19,
author = {Behnam Neyshabur and
Zhiyuan Li and
Srinadh Bhojanapalli and
Yann LeCun and
Nathan Srebro},
title = {The role of over-parametrization in generalization of neural networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=BygfghAcYX},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/NeyshaburLBLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isscc/LeCun19,
author = {Yann LeCun},
title = {Deep Learning Hardware: Past, Present, and Future},
booktitle = {{IEEE} International Solid- State Circuits Conference, {ISSCC} 2019,
San Francisco, CA, USA, February 17-21, 2019},
pages = {12--19},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISSCC.2019.8662396},
doi = {10.1109/ISSCC.2019.8662396},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/isscc/LeCun19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-02705,
author = {Mikael Henaff and
Alfredo Canziani and
Yann LeCun},
title = {Model-Predictive Policy Learning with Uncertainty Regularization for
Driving in Dense Traffic},
journal = {CoRR},
volume = {abs/1901.02705},
year = {2019},
url = {http://arxiv.org/abs/1901.02705},
eprinttype = {arXiv},
eprint = {1901.02705},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-02705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08401,
author = {Mohamed Ishmael Belghazi and
Maxime Oquab and
Yann LeCun and
David Lopez{-}Paz},
title = {Learning about an exponential amount of conditional distributions},
journal = {CoRR},
volume = {abs/1902.08401},
year = {2019},
url = {http://arxiv.org/abs/1902.08401},
eprinttype = {arXiv},
eprint = {1902.08401},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03148,
author = {Huy V. Vo and
Francis R. Bach and
Minsu Cho and
Kai Han and
Yann LeCun and
Patrick P{\'{e}}rez and
Jean Ponce},
title = {Unsupervised Image Matching and Object Discovery as Optimization},
journal = {CoRR},
volume = {abs/1904.03148},
year = {2019},
url = {http://arxiv.org/abs/1904.03148},
eprinttype = {arXiv},
eprint = {1904.03148},
timestamp = {Tue, 22 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11661,
author = {Morgane Rivi{\`{e}}re and
Olivier Teytaud and
J{\'{e}}r{\'{e}}my Rapin and
Yann LeCun and
Camille Couprie},
title = {Inspirational Adversarial Image Generation},
journal = {CoRR},
volume = {abs/1906.11661},
year = {2019},
url = {http://arxiv.org/abs/1906.11661},
eprinttype = {arXiv},
eprint = {1906.11661},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TranWTRLP18,
author = {Du Tran and
Heng Wang and
Lorenzo Torresani and
Jamie Ray and
Yann LeCun and
Manohar Paluri},
title = {A Closer Look at Spatiotemporal Convolutions for Action Recognition},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {6450--6459},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Tran\_A\_Closer\_Look\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00675},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TranWTRLP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SbaiEBLC18,
author = {Othman Sbai and
Mohamed Elhoseiny and
Antoine Bordes and
Yann LeCun and
Camille Couprie},
editor = {Laura Leal{-}Taix{\'{e}} and
Stefan Roth},
title = {DesIGN: Design Inspiration from Generative Networks},
booktitle = {Computer Vision - {ECCV} 2018 Workshops - Munich, Germany, September
8-14, 2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11131},
pages = {37--44},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11015-4\_5},
doi = {10.1007/978-3-030-11015-4\_5},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SbaiEBLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LucCLV18,
author = {Pauline Luc and
Camille Couprie and
Yann LeCun and
Jakob Verbeek},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Predicting Future Instance Segmentation by Forecasting Convolutional
Features},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {IX}},
series = {Lecture Notes in Computer Science},
volume = {11213},
pages = {593--608},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01240-3\_36},
doi = {10.1007/978-3-030-01240-3\_36},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LucCLV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Baity-JesiSGSAC18,
author = {Marco Baity{-}Jesi and
Levent Sagun and
Mario Geiger and
Stefano Spigler and
G{\'{e}}rard Ben Arous and
Chiara Cammarota and
Yann LeCun and
Matthieu Wyart and
Giulio Biroli},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Comparing Dynamics: Deep Neural Networks versus Glassy Systems},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {324--333},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/baity-jesi18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/Baity-JesiSGSAC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoKZRL18,
author = {Junbo Jake Zhao and
Yoon Kim and
Kelly Zhang and
Alexander M. Rush and
Yann LeCun},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Adversarially Regularized Autoencoders},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5897--5906},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/zhao18b.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoKZRL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangZDHCSL18,
author = {Zhilin Yang and
Junbo Jake Zhao and
Bhuwan Dhingra and
Kaiming He and
William W. Cohen and
Ruslan Salakhutdinov and
Yann LeCun},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {GLoMo: Unsupervised Learning of Transferable Relational Graphs},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8964--8975},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/5dbc8390f17e019d300d5a162c3ce3bc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangZDHCSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01817,
author = {Xiang Zhang and
Yann LeCun},
title = {Byte-Level Recursive Convolutional Auto-Encoder for Text},
journal = {CoRR},
volume = {abs/1802.01817},
year = {2018},
url = {http://arxiv.org/abs/1802.01817},
eprinttype = {arXiv},
eprint = {1802.01817},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06969,
author = {Marco Baity{-}Jesi and
Levent Sagun and
Mario Geiger and
Stefano Spigler and
G{\'{e}}rard Ben Arous and
Chiara Cammarota and
Yann LeCun and
Matthieu Wyart and
Giulio Biroli},
title = {Comparing Dynamics: Deep Neural Networks versus Glassy Systems},
journal = {CoRR},
volume = {abs/1803.06969},
year = {2018},
url = {http://arxiv.org/abs/1803.06969},
eprinttype = {arXiv},
eprint = {1803.06969},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-11496,
author = {Pauline Luc and
Camille Couprie and
Yann LeCun and
Jakob Verbeek},
title = {Predicting Future Instance Segmentations by Forecasting Convolutional
Features},
journal = {CoRR},
volume = {abs/1803.11496},
year = {2018},
url = {http://arxiv.org/abs/1803.11496},
eprinttype = {arXiv},
eprint = {1803.11496},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-11496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00921,
author = {Othman Sbai and
Mohamed Elhoseiny and
Antoine Bordes and
Yann LeCun and
Camille Couprie},
title = {DeSIGN: Design Inspiration from Generative Networks},
journal = {CoRR},
volume = {abs/1804.00921},
year = {2018},
url = {http://arxiv.org/abs/1804.00921},
eprinttype = {arXiv},
eprint = {1804.00921},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-12076,
author = {Behnam Neyshabur and
Zhiyuan Li and
Srinadh Bhojanapalli and
Yann LeCun and
Nathan Srebro},
title = {Towards Understanding the Role of Over-Parametrization in Generalization
of Neural Networks},
journal = {CoRR},
volume = {abs/1805.12076},
year = {2018},
url = {http://arxiv.org/abs/1805.12076},
eprinttype = {arXiv},
eprint = {1805.12076},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-12076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00499,
author = {Aditya Ramesh and
Yann LeCun},
title = {Backpropagation for Implicit Spectral Densities},
journal = {CoRR},
volume = {abs/1806.00499},
year = {2018},
url = {http://arxiv.org/abs/1806.00499},
eprinttype = {arXiv},
eprint = {1806.00499},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05662,
author = {Zhilin Yang and
Junbo Jake Zhao and
Bhuwan Dhingra and
Kaiming He and
William W. Cohen and
Ruslan Salakhutdinov and
Yann LeCun},
title = {GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations},
journal = {CoRR},
volume = {abs/1806.05662},
year = {2018},
url = {http://arxiv.org/abs/1806.05662},
eprinttype = {arXiv},
eprint = {1806.05662},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04201,
author = {Xiang Zhang and
Yann LeCun},
title = {Adversarially-Trained Normalized Noisy-Feature Auto-Encoder for Text
Generation},
journal = {CoRR},
volume = {abs/1811.04201},
year = {2018},
url = {http://arxiv.org/abs/1811.04201},
eprinttype = {arXiv},
eprint = {1811.04201},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01161,
author = {Aditya Ramesh and
Youngduck Choi and
Yann LeCun},
title = {A Spectral Regularizer for Unsupervised Disentanglement},
journal = {CoRR},
volume = {abs/1812.01161},
year = {2018},
url = {http://arxiv.org/abs/1812.01161},
eprinttype = {arXiv},
eprint = {1812.01161},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/BronsteinBLSV17,
author = {Michael M. Bronstein and
Joan Bruna and
Yann LeCun and
Arthur Szlam and
Pierre Vandergheynst},
title = {Geometric Deep Learning: Going beyond Euclidean data},
journal = {{IEEE} Signal Process. Mag.},
volume = {34},
number = {4},
pages = {18--42},
year = {2017},
url = {https://doi.org/10.1109/MSP.2017.2693418},
doi = {10.1109/MSP.2017.2693418},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/BronsteinBLSV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangL17,
author = {Xiang Zhang and
Yann LeCun},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Universum Prescription: Regularization Using Unlabeled Data},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2907--2913},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10768},
doi = {10.1609/AAAI.V31I1.10768},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/SchwenkBCL17,
author = {Alexis Conneau and
Holger Schwenk and
Lo{\"{\i}}c Barrault and
Yann LeCun},
editor = {Mirella Lapata and
Phil Blunsom and
Alexander Koller},
title = {Very Deep Convolutional Networks for Text Classification},
booktitle = {Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2017, Valencia,
Spain, April 3-7, 2017, Volume 1: Long Papers},
pages = {1107--1116},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/e17-1104},
doi = {10.18653/V1/E17-1104},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/SchwenkBCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LucNCVL17,
author = {Pauline Luc and
Natalia Neverova and
Camille Couprie and
Jakob Verbeek and
Yann LeCun},
title = {Predicting Deeper into the Future of Semantic Segmentation},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {648--657},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.77},
doi = {10.1109/ICCV.2017.77},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LucNCVL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChaudhariCSLBBC17,
author = {Pratik Chaudhari and
Anna Choromanska and
Stefano Soatto and
Yann LeCun and
Carlo Baldassi and
Christian Borgs and
Jennifer T. Chayes and
Levent Sagun and
Riccardo Zecchina},
title = {Entropy-SGD: Biasing Gradient Descent Into Wide Valleys},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=B1YfAfcgl},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ChaudhariCSLBBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HenaffWSBL17,
author = {Mikael Henaff and
Jason Weston and
Arthur Szlam and
Antoine Bordes and
Yann LeCun},
title = {Tracking the World State with Recurrent Entity Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=rJTKKKqeg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HenaffWSBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaoML17,
author = {Junbo Jake Zhao and
Micha{\"{e}}l Mathieu and
Yann LeCun},
title = {Energy-based Generative Adversarial Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=ryh9pmcee},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhaoML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JingSDPSLTS17,
author = {Li Jing and
Yichen Shen and
Tena Dubcek and
John Peurifoy and
Scott A. Skirlo and
Yann LeCun and
Max Tegmark and
Marin Soljacic},
editor = {Doina Precup and
Yee Whye Teh},
title = {Tunable Efficient Unitary Neural Networks {(EUNN)} and their application
to RNNs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1733--1741},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jing17a.html},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JingSDPSLTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NeverovaLCVL17,
author = {Natalia Neverova and
Pauline Luc and
Camille Couprie and
Jakob Verbeek and
Yann LeCun},
title = {Predicting Deeper into the Future of Semantic Segmentation},
journal = {CoRR},
volume = {abs/1703.07684},
year = {2017},
url = {http://arxiv.org/abs/1703.07684},
eprinttype = {arXiv},
eprint = {1703.07684},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NeverovaLCVL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HenaffWL17,
author = {Mikael Henaff and
William F. Whitney and
Yann LeCun},
title = {Model-Based Planning in Discrete Action Spaces},
journal = {CoRR},
volume = {abs/1705.07177},
year = {2017},
url = {http://arxiv.org/abs/1705.07177},
eprinttype = {arXiv},
eprint = {1705.07177},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HenaffWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoKZRL17,
author = {Junbo Jake Zhao and
Yoon Kim and
Kelly Zhang and
Alexander M. Rush and
Yann LeCun},
title = {Adversarially Regularized Autoencoders for Generating Discrete Structures},
journal = {CoRR},
volume = {abs/1706.04223},
year = {2017},
url = {http://arxiv.org/abs/1706.04223},
eprinttype = {arXiv},
eprint = {1706.04223},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoKZRL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-02657,
author = {Xiang Zhang and
Yann LeCun},
title = {Which Encoding is the Best for Text Classification in Chinese, English,
Japanese and Korean?},
journal = {CoRR},
volume = {abs/1708.02657},
year = {2017},
url = {http://arxiv.org/abs/1708.02657},
eprinttype = {arXiv},
eprint = {1708.02657},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-02657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01062,
author = {Cinna Wu and
Mark Tygert and
Yann LeCun},
title = {Hierarchical loss for classification},
journal = {CoRR},
volume = {abs/1709.01062},
year = {2017},
url = {http://arxiv.org/abs/1709.01062},
eprinttype = {arXiv},
eprint = {1709.01062},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04994,
author = {Mikael Henaff and
Junbo Jake Zhao and
Yann LeCun},
title = {Prediction Under Uncertainty with Error-Encoding Networks},
journal = {CoRR},
volume = {abs/1711.04994},
year = {2017},
url = {http://arxiv.org/abs/1711.04994},
eprinttype = {arXiv},
eprint = {1711.04994},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-04994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-11248,
author = {Du Tran and
Heng Wang and
Lorenzo Torresani and
Jamie Ray and
Yann LeCun and
Manohar Paluri},
title = {A Closer Look at Spatiotemporal Convolutions for Action Recognition},
journal = {CoRR},
volume = {abs/1711.11248},
year = {2017},
url = {http://arxiv.org/abs/1711.11248},
eprinttype = {arXiv},
eprint = {1711.11248},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-11248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZbontarL16,
author = {Jure Zbontar and
Yann LeCun},
title = {Stereo Matching by Training a Convolutional Neural Network to Compare
Image Patches},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {65:1--65:32},
year = {2016},
url = {https://jmlr.org/papers/v17/15-535.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZbontarL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TygertBCLPS16,
author = {Mark Tygert and
Joan Bruna and
Soumith Chintala and
Yann LeCun and
Serkan Piantino and
Arthur Szlam},
title = {A Mathematical Motivation for Complex-Valued Convolutional Networks},
journal = {Neural Comput.},
volume = {28},
number = {5},
pages = {815--825},
year = {2016},
url = {https://doi.org/10.1162/NECO\_a\_00824},
doi = {10.1162/NECO\_A\_00824},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TygertBCLPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SercuPKL16,
author = {Tom Sercu and
Christian Puhrsch and
Brian Kingsbury and
Yann LeCun},
title = {Very deep multilingual convolutional neural networks for {LVCSR}},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {4955--4959},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472620},
doi = {10.1109/ICASSP.2016.7472620},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SercuPKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoromanskaCBJK16,
author = {Anna Choromanska and
Krzysztof Choromanski and
Mariusz Bojarski and
Tony Jebara and
Sanjiv Kumar and
Yann LeCun},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Binary embeddings with structured hashed projections},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {344--353},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/choromanska16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChoromanskaCBJK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HenaffSL16,
author = {Mikael Henaff and
Arthur Szlam and
Yann LeCun},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Recurrent Orthogonal Networks and Long-Memory Tasks},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2034--2042},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/henaff16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HenaffSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MathieuZZRSL16,
author = {Micha{\"{e}}l Mathieu and
Junbo Jake Zhao and
Pablo Sprechmann and
Aditya Ramesh and
Yann LeCun},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Disentangling factors of variation in deep representation using adversarial
training},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {5041--5049},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/ef0917ea498b1665ad6c701057155abe-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MathieuZZRSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/BrunaSL15,
author = {Joan Bruna and
Pablo Sprechmann and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Super-Resolution with Deep Convolutional Sufficient Statistics},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.05666},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrunaSL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/MathieuCL15,
author = {Micha{\"{e}}l Mathieu and
Camille Couprie and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Deep multi-scale video prediction beyond mean square error},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.05440},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MathieuCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2016,
editor = {Yoshua Bengio and
Yann LeCun},
title = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {https://iclr.cc/archive/www/doku.php\%3Fid=iclr2016:accepted-main.html},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HenaffSL16,
author = {Mikael Henaff and
Arthur Szlam and
Yann LeCun},
title = {Orthogonal RNNs and Long-Memory Tasks},
journal = {CoRR},
volume = {abs/1602.06662},
year = {2016},
url = {http://arxiv.org/abs/1602.06662},
eprinttype = {arXiv},
eprint = {1602.06662},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HenaffSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuganCLP16,
author = {Peter J. Dugan and
Christopher W. Clark and
Yann Andr{\'{e}} LeCun and
Sofie M. Van Parijs},
title = {Phase 1: {DCL} System Research Using Advanced Approaches for Land-based
or Ship-based Real-Time Recognition and Localization of Marine Mammals
- {HPC} System Implementation},
journal = {CoRR},
volume = {abs/1605.00971},
year = {2016},
url = {http://arxiv.org/abs/1605.00971},
eprinttype = {arXiv},
eprint = {1605.00971},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DuganCLP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuganCLP16a,
author = {Peter J. Dugan and
Christopher W. Clark and
Yann Andr{\'{e}} LeCun and
Sofie M. Van Parijs},
title = {Phase 2: {DCL} System Using Deep Learning Approaches for Land-based
or Ship-based Real-Time Recognition and Localization of Marine Mammals
- Machine Learning Detection Algorithms},
journal = {CoRR},
volume = {abs/1605.00972},
year = {2016},
url = {http://arxiv.org/abs/1605.00972},
eprinttype = {arXiv},
eprint = {1605.00972},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DuganCLP16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuganCLP16b,
author = {Peter J. Dugan and
Christopher W. Clark and
Yann Andr{\'{e}} LeCun and
Sofie M. Van Parijs},
title = {Phase 4: {DCL} System Using Deep Learning Approaches for Land-Based
or Ship-Based Real-Time Recognition and Localization of Marine Mammals
- Distributed Processing and Big Data Applications},
journal = {CoRR},
volume = {abs/1605.00982},
year = {2016},
url = {http://arxiv.org/abs/1605.00982},
eprinttype = {arXiv},
eprint = {1605.00982},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DuganCLP16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuganCLP16c,
author = {Peter J. Dugan and
Christopher W. Clark and
Yann Andr{\'{e}} LeCun and
Sofie M. Van Parijs},
title = {Phase 3: {DCL} System Using Deep Learning Approaches for Land-based
or Ship-based Real-Time Recognition and Localization of Marine Mammals
- Bioacoustic Applicaitons},
journal = {CoRR},
volume = {abs/1605.00983},
year = {2016},
url = {http://arxiv.org/abs/1605.00983},
eprinttype = {arXiv},
eprint = {1605.00983},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DuganCLP16c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JarrettKGL16,
author = {Kevin Jarrett and
Koray Kavukcuoglu and
Karol Gregor and
Yann LeCun},
title = {What is the Best Feature Learning Procedure in Hierarchical Recognition
Architectures?},
journal = {CoRR},
volume = {abs/1606.01535},
year = {2016},
url = {http://arxiv.org/abs/1606.01535},
eprinttype = {arXiv},
eprint = {1606.01535},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JarrettKGL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ConneauSBL16,
author = {Alexis Conneau and
Holger Schwenk and
Lo{\"{\i}}c Barrault and
Yann LeCun},
title = {Very Deep Convolutional Networks for Natural Language Processing},
journal = {CoRR},
volume = {abs/1606.01781},
year = {2016},
url = {http://arxiv.org/abs/1606.01781},
eprinttype = {arXiv},
eprint = {1606.01781},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ConneauSBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ProvodinTFLSJMZ16,
author = {Artem Provodin and
Liila Torabi and
Beat Flepp and
Yann LeCun and
Michael Sergio and
Lawrence D. Jackel and
Urs Muller and
Jure Zbontar},
title = {Fast Incremental Learning for Off-Road Robot Navigation},
journal = {CoRR},
volume = {abs/1606.08057},
year = {2016},
url = {http://arxiv.org/abs/1606.08057},
eprinttype = {arXiv},
eprint = {1606.08057},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ProvodinTFLSJMZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoML16,
author = {Junbo Jake Zhao and
Micha{\"{e}}l Mathieu and
Yann LeCun},
title = {Energy-based Generative Adversarial Network},
journal = {CoRR},
volume = {abs/1609.03126},
year = {2016},
url = {http://arxiv.org/abs/1609.03126},
eprinttype = {arXiv},
eprint = {1609.03126},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JerniteCSL16,
author = {Yacine Jernite and
Anna Choromanska and
David A. Sontag and
Yann LeCun},
title = {Simultaneous Learning of Trees and Representations for Extreme Classification,
with Application to Language Modeling},
journal = {CoRR},
volume = {abs/1610.04658},
year = {2016},
url = {http://arxiv.org/abs/1610.04658},
eprinttype = {arXiv},
eprint = {1610.04658},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JerniteCSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChaudhariCSL16,
author = {Pratik Chaudhari and
Anna Choromanska and
Stefano Soatto and
Yann LeCun and
Carlo Baldassi and
Christian Borgs and
Jennifer T. Chayes and
Levent Sagun and
Riccardo Zecchina},
title = {Entropy-SGD: Biasing Gradient Descent Into Wide Valleys},
journal = {CoRR},
volume = {abs/1611.01838},
year = {2016},
url = {http://arxiv.org/abs/1611.01838},
eprinttype = {arXiv},
eprint = {1611.01838},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChaudhariCSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MathieuZSRL16,
author = {Micha{\"{e}}l Mathieu and
Junbo Jake Zhao and
Pablo Sprechmann and
Aditya Ramesh and
Yann LeCun},
title = {Disentangling factors of variation in deep representations using adversarial
training},
journal = {CoRR},
volume = {abs/1611.03383},
year = {2016},
url = {http://arxiv.org/abs/1611.03383},
eprinttype = {arXiv},
eprint = {1611.03383},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MathieuZSRL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SagunBL16,
author = {Levent Sagun and
L{\'{e}}on Bottou and
Yann LeCun},
title = {Singularity of the Hessian in Deep Learning},
journal = {CoRR},
volume = {abs/1611.07476},
year = {2016},
url = {http://arxiv.org/abs/1611.07476},
eprinttype = {arXiv},
eprint = {1611.07476},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SagunBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BronsteinBLSV16,
author = {Michael M. Bronstein and
Joan Bruna and
Yann LeCun and
Arthur Szlam and
Pierre Vandergheynst},
title = {Geometric deep learning: going beyond Euclidean data},
journal = {CoRR},
volume = {abs/1611.08097},
year = {2016},
url = {http://arxiv.org/abs/1611.08097},
eprinttype = {arXiv},
eprint = {1611.08097},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BronsteinBLSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HenaffWSBL16,
author = {Mikael Henaff and
Jason Weston and
Arthur Szlam and
Antoine Bordes and
Yann LeCun},
title = {Tracking the World State with Recurrent Entity Networks},
journal = {CoRR},
volume = {abs/1612.03969},
year = {2016},
url = {http://arxiv.org/abs/1612.03969},
eprinttype = {arXiv},
eprint = {1612.03969},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HenaffWSBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/RanzatoHL15,
author = {Marc'Aurelio Ranzato and
Geoffrey E. Hinton and
Yann LeCun},
title = {Guest Editorial: Deep Learning},
journal = {Int. J. Comput. Vis.},
volume = {113},
number = {1},
pages = {1--2},
year = {2015},
url = {https://doi.org/10.1007/s11263-015-0813-1},
doi = {10.1007/S11263-015-0813-1},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/RanzatoHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/LeCunBH15,
author = {Yann LeCun and
Yoshua Bengio and
Geoffrey E. Hinton},
title = {Deep learning},
journal = {Nat.},
volume = {521},
number = {7553},
pages = {436--444},
year = {2015},
url = {https://doi.org/10.1038/nature14539},
doi = {10.1038/NATURE14539},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/LeCunBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChoromanskaHMAL15,
author = {Anna Choromanska and
Mikael Henaff and
Micha{\"{e}}l Mathieu and
G{\'{e}}rard Ben Arous and
Yann LeCun},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {The Loss Surfaces of Multilayer Networks},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/choromanska15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChoromanskaHMAL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ChoromanskaLA15,
author = {Anna Choromanska and
Yann LeCun and
G{\'{e}}rard Ben Arous},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Open Problem: The landscape of the loss surfaces of multilayer networks},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {1756--1760},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Choromanska15.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/ChoromanskaLA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TompsonGJLB15,
author = {Jonathan Tompson and
Ross Goroshin and
Arjun Jain and
Yann LeCun and
Christoph Bregler},
title = {Efficient object localization using Convolutional Networks},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {648--656},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298664},
doi = {10.1109/CVPR.2015.7298664},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TompsonGJLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZbontarL15,
author = {Jure Zbontar and
Yann LeCun},
title = {Computing the stereo matching cost with a convolutional neural network},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {1592--1599},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298767},
doi = {10.1109/CVPR.2015.7298767},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZbontarL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotchips/LeCun15,
author = {Yann LeCun},
title = {Deep learning {\&} convolutional networks},
booktitle = {2015 {IEEE} Hot Chips 27 Symposium (HCS), Cupertino, CA, USA, August
22-25, 2015},
pages = {1--95},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.ieeecomputersociety.org/10.1109/HOTCHIPS.2015.7477328},
doi = {10.1109/HOTCHIPS.2015.7477328},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hotchips/LeCun15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/SprechmannBL15,
author = {Pablo Sprechmann and
Joan Bruna and
Yann LeCun},
editor = {Emmanuel Vincent and
Arie Yeredor and
Zbynek Koldovsk{\'{y}} and
Petr Tichavsk{\'{y}}},
title = {Audio Source Separation with Discriminative Scattering Networks},
booktitle = {Latent Variable Analysis and Signal Separation - 12th International
Conference, {LVA/ICA} 2015, Liberec, Czech Republic, August 25-28,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9237},
pages = {259--267},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22482-4\_30},
doi = {10.1007/978-3-319-22482-4\_30},
timestamp = {Fri, 18 Sep 2020 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/ica/SprechmannBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BrunaSL15,
author = {Joan Bruna and
Pablo Sprechmann and
Yann LeCun},
title = {Source separation with scattering Non-Negative Matrix Factorization},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {1876--1880},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178296},
doi = {10.1109/ICASSP.2015.7178296},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BrunaSL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GoroshinBTEL15,
author = {Ross Goroshin and
Joan Bruna and
Jonathan Tompson and
David Eigen and
Yann LeCun},
title = {Unsupervised Learning of Spatiotemporally Coherent Metrics},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {4086--4093},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.465},
doi = {10.1109/ICCV.2015.465},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/GoroshinBTEL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangZL15,
author = {Xiang Zhang and
Junbo Jake Zhao and
Yann LeCun},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Character-level Convolutional Networks for Text Classification},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {649--657},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/250cf8b51c773f3f8dc8b4be867a9a02-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangCL15,
author = {Sixin Zhang and
Anna Choromanska and
Yann LeCun},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Deep learning with Elastic Averaging {SGD}},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {685--693},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/d18f655c3fce66ca401d5f38b48c89af-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoroshinML15,
author = {Ross Goroshin and
Micha{\"{e}}l Mathieu and
Yann LeCun},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Learning to Linearize Under Uncertainty},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1234--1242},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/eefc9e10ebdc4a2333b42b2dbb8f27b6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GoroshinML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/GoroshinBTEL15,
author = {Ross Goroshin and
Joan Bruna and
Jonathan Tompson and
David Eigen and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Unsupervised Feature Learning from Temporal Data},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1504.02518},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoroshinBTEL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SagunGL14,
author = {Levent Sagun and
V. Ugur G{\"{u}}ney and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Explorations on high dimensional landscapes},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.6615},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SagunGL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SprechmannBL14,
author = {Pablo Sprechmann and
Joan Bruna and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Audio Source Separation with Discriminative Scattering Networks},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.7022},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SprechmannBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/VasilacheJMCPL14,
author = {Nicolas Vasilache and
Jeff Johnson and
Micha{\"{e}}l Mathieu and
Soumith Chintala and
Serkan Piantino and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Fast Convolutional Nets With fbfft: {A} {GPU} Performance Evaluation},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.7580},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/VasilacheJMCPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/ZhangCL14a,
author = {Sixin Zhang and
Anna Choromanska and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Deep learning with Elastic Averaging {SGD}},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.6651},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangCL14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2015,
editor = {Yoshua Bengio and
Yann LeCun},
title = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings},
year = {2015},
url = {https://iclr.cc/archive/www/doku.php\%3Fid=iclr2015:accepted-main.html},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2015w,
editor = {Yoshua Bengio and
Yann LeCun},
title = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {https://iclr.cc/archive/www/doku.php\%3Fid=iclr2015:accepted-main.html},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/2015w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangL15,
author = {Xiang Zhang and
Yann LeCun},
title = {Text Understanding from Scratch},
journal = {CoRR},
volume = {abs/1502.01710},
year = {2015},
url = {http://arxiv.org/abs/1502.01710},
eprinttype = {arXiv},
eprint = {1502.01710},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrunaCLPST15,
author = {Joan Bruna and
Soumith Chintala and
Yann LeCun and
Serkan Piantino and
Arthur Szlam and
Mark Tygert},
title = {A theoretical argument for complex-valued convolutional networks},
journal = {CoRR},
volume = {abs/1503.03438},
year = {2015},
url = {http://arxiv.org/abs/1503.03438},
eprinttype = {arXiv},
eprint = {1503.03438},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrunaCLPST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoMGL15,
author = {Junbo Jake Zhao and
Micha{\"{e}}l Mathieu and
Ross Goroshin and
Yann LeCun},
title = {Stacked What-Where Auto-encoders},
journal = {CoRR},
volume = {abs/1506.02351},
year = {2015},
url = {http://arxiv.org/abs/1506.02351},
eprinttype = {arXiv},
eprint = {1506.02351},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoMGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoroshinML15,
author = {Ross Goroshin and
Micha{\"{e}}l Mathieu and
Yann LeCun},
title = {Learning to Linearize Under Uncertainty},
journal = {CoRR},
volume = {abs/1506.03011},
year = {2015},
url = {http://arxiv.org/abs/1506.03011},
eprinttype = {arXiv},
eprint = {1506.03011},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoroshinML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HenaffBL15,
author = {Mikael Henaff and
Joan Bruna and
Yann LeCun},
title = {Deep Convolutional Networks on Graph-Structured Data},
journal = {CoRR},
volume = {abs/1506.05163},
year = {2015},
url = {http://arxiv.org/abs/1506.05163},
eprinttype = {arXiv},
eprint = {1506.05163},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HenaffBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangZL15,
author = {Xiang Zhang and
Junbo Jake Zhao and
Yann LeCun},
title = {Character-level Convolutional Networks for Text Classification},
journal = {CoRR},
volume = {abs/1509.01626},
year = {2015},
url = {http://arxiv.org/abs/1509.01626},
eprinttype = {arXiv},
eprint = {1509.01626},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuganZPRGLC15,
author = {Peter Dugan and
John Zollweg and
Marian Popescu and
Denise Risch and
Herv{\'{e}} Glotin and
Yann LeCun and
Christopher W. Clark},
title = {High Performance Computer Acoustic Data Accelerator: {A} New System
for Exploring Marine Mammal Acoustics for Big Data Applications},
journal = {CoRR},
volume = {abs/1509.03591},
year = {2015},
url = {http://arxiv.org/abs/1509.03591},
eprinttype = {arXiv},
eprint = {1509.03591},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DuganZPRGLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SercuPKL15,
author = {Tom Sercu and
Christian Puhrsch and
Brian Kingsbury and
Yann LeCun},
title = {Very Deep Multilingual Convolutional Neural Networks for {LVCSR}},
journal = {CoRR},
volume = {abs/1509.08967},
year = {2015},
url = {http://arxiv.org/abs/1509.08967},
eprinttype = {arXiv},
eprint = {1509.08967},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SercuPKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZbontarL15,
author = {Jure Zbontar and
Yann LeCun},
title = {Stereo Matching by Training a Convolutional Neural Network to Compare
Image Patches},
journal = {CoRR},
volume = {abs/1510.05970},
year = {2015},
url = {http://arxiv.org/abs/1510.05970},
eprinttype = {arXiv},
eprint = {1510.05970},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZbontarL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangL15e,
author = {Xiang Zhang and
Yann LeCun},
title = {Universum Prescription: Regularization using Unlabeled Data},
journal = {CoRR},
volume = {abs/1511.03719},
year = {2015},
url = {http://arxiv.org/abs/1511.03719},
eprinttype = {arXiv},
eprint = {1511.03719},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangL15e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChoromanskaCBJK15,
author = {Anna Choromanska and
Krzysztof Choromanski and
Mariusz Bojarski and
Tony Jebara and
Sanjiv Kumar and
Yann LeCun},
title = {Binary embeddings with structured hashed projections},
journal = {CoRR},
volume = {abs/1511.05212},
year = {2015},
url = {http://arxiv.org/abs/1511.05212},
eprinttype = {arXiv},
eprint = {1511.05212},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChoromanskaCBJK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SagunTL15,
author = {Levent Sagun and
Thomas Trogdon and
Yann LeCun},
title = {Universality in halting time and its applications in optimization},
journal = {CoRR},
volume = {abs/1511.06444},
year = {2015},
url = {http://arxiv.org/abs/1511.06444},
eprinttype = {arXiv},
eprint = {1511.06444},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SagunTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CouprieFNL14,
author = {Camille Couprie and
Cl{\'{e}}ment Farabet and
Laurent Najman and
Yann LeCun},
title = {Convolutional nets and watershed cuts for real-time semantic Labeling
of {RGBD} videos},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {3489--3511},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2697077},
doi = {10.5555/2627435.2697077},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CouprieFNL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/TompsonSLP14,
author = {Jonathan Tompson and
Murphy Stein and
Yann LeCun and
Ken Perlin},
title = {Real-Time Continuous Pose Recovery of Human Hands Using Convolutional
Networks},
journal = {{ACM} Trans. Graph.},
volume = {33},
number = {5},
pages = {169:1--169:10},
year = {2014},
url = {https://doi.org/10.1145/2629500},
doi = {10.1145/2629500},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tog/TompsonSLP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/JainTLB14,
author = {Arjun Jain and
Jonathan Tompson and
Yann LeCun and
Christoph Bregler},
editor = {Daniel Cremers and
Ian D. Reid and
Hideo Saito and
Ming{-}Hsuan Yang},
title = {MoDeep: {A} Deep Learning Framework Using Motion Features for Human
Pose Estimation},
booktitle = {Computer Vision - {ACCV} 2014 - 12th Asian Conference on Computer
Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9004},
pages = {302--315},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-16808-1\_21},
doi = {10.1007/978-3-319-16808-1\_21},
timestamp = {Sat, 05 Sep 2020 17:58:13 +0200},
biburl = {https://dblp.org/rec/conf/accv/JainTLB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EstrachSL14,
author = {Joan Bruna Estrach and
Arthur Szlam and
Yann LeCun},
title = {Signal recovery from Pooling Representations},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {307--315},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/estrach14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/EstrachSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DentonZBLF14,
author = {Emily L. Denton and
Wojciech Zaremba and
Joan Bruna and
Yann LeCun and
Rob Fergus},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Exploiting Linear Structure Within Convolutional Networks for Efficient
Evaluation},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1269--1277},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/2afe4567e1bf64d32a5527244d104cea-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DentonZBLF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TompsonJLB14,
author = {Jonathan Tompson and
Arjun Jain and
Yann LeCun and
Christoph Bregler},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Joint Training of a Convolutional Network and a Graphical Model for
Human Pose Estimation},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1799--1807},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/e744f91c29ec99f0e662c9177946c627-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TompsonJLB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/BrunaZSL13,
author = {Joan Bruna and
Wojciech Zaremba and
Arthur Szlam and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Spectral Networks and Locally Connected Networks on Graphs},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.6203},
timestamp = {Thu, 04 Apr 2019 13:20:07 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrunaZSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/EigenRFL13,
author = {David Eigen and
Jason Tyler Rolfe and
Rob Fergus and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Understanding Deep Architectures using a Recursive Convolutional Network},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Workshop Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.1847},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EigenRFL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/MathieuHL13,
author = {Micha{\"{e}}l Mathieu and
Mikael Henaff and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Fast Training of Convolutional Networks through FFTs},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.5851},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MathieuHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SermanetEZMFL13,
author = {Pierre Sermanet and
David Eigen and
Xiang Zhang and
Micha{\"{e}}l Mathieu and
Rob Fergus and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {OverFeat: Integrated Recognition, Localization and Detection using
Convolutional Networks},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.6229},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SermanetEZMFL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2014,
editor = {Yoshua Bengio and
Yann LeCun},
title = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {https://openreview.net/group?id=ICLR.cc/2014},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2014w,
editor = {Yoshua Bengio and
Yann LeCun},
title = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Workshop Track Proceedings},
year = {2014},
url = {https://openreview.net/group?id=ICLR.cc/2014},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/2014w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DentonZBLF14,
author = {Emily Denton and
Wojciech Zaremba and
Joan Bruna and
Yann LeCun and
Rob Fergus},
title = {Exploiting Linear Structure Within Convolutional Networks for Efficient
Evaluation},
journal = {CoRR},
volume = {abs/1404.0736},
year = {2014},
url = {http://arxiv.org/abs/1404.0736},
eprinttype = {arXiv},
eprint = {1404.0736},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DentonZBLF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MathieuL14,
author = {Micha{\"{e}}l Mathieu and
Yann LeCun},
title = {Fast Approximation of Rotations and Hessians matrices},
journal = {CoRR},
volume = {abs/1404.7195},
year = {2014},
url = {http://arxiv.org/abs/1404.7195},
eprinttype = {arXiv},
eprint = {1404.7195},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MathieuL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TompsonJLB14,
author = {Jonathan Tompson and
Arjun Jain and
Yann LeCun and
Christoph Bregler},
title = {Joint Training of a Convolutional Network and a Graphical Model for
Human Pose Estimation},
journal = {CoRR},
volume = {abs/1406.2984},
year = {2014},
url = {http://arxiv.org/abs/1406.2984},
eprinttype = {arXiv},
eprint = {1406.2984},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TompsonJLB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZbontarL14,
author = {Jure Zbontar and
Yann LeCun},
title = {Computing the Stereo Matching Cost with a Convolutional Neural Network},
journal = {CoRR},
volume = {abs/1409.4326},
year = {2014},
url = {http://arxiv.org/abs/1409.4326},
eprinttype = {arXiv},
eprint = {1409.4326},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZbontarL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JainTLB14,
author = {Arjun Jain and
Jonathan Tompson and
Yann LeCun and
Christoph Bregler},
title = {MoDeep: {A} Deep Learning Framework Using Motion Features for Human
Pose Estimation},
journal = {CoRR},
volume = {abs/1409.7963},
year = {2014},
url = {http://arxiv.org/abs/1409.7963},
eprinttype = {arXiv},
eprint = {1409.7963},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JainTLB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojarskiCCL14,
author = {Mariusz Bojarski and
Anna Choromanska and
Krzysztof Choromanski and
Yann LeCun},
title = {Differentially- and non-differentially-private random decision trees},
journal = {CoRR},
volume = {abs/1410.6973},
year = {2014},
url = {http://arxiv.org/abs/1410.6973},
eprinttype = {arXiv},
eprint = {1410.6973},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BojarskiCCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TompsonGJLB14,
author = {Jonathan Tompson and
Ross Goroshin and
Arjun Jain and
Yann LeCun and
Christoph Bregler},
title = {Efficient Object Localization Using Convolutional Networks},
journal = {CoRR},
volume = {abs/1411.4280},
year = {2014},
url = {http://arxiv.org/abs/1411.4280},
eprinttype = {arXiv},
eprint = {1411.4280},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TompsonGJLB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChoromanskaHMAL14,
author = {Anna Choromanska and
Mikael Henaff and
Micha{\"{e}}l Mathieu and
G{\'{e}}rard Ben Arous and
Yann LeCun},
title = {The Loss Surface of Multilayer Networks},
journal = {CoRR},
volume = {abs/1412.0233},
year = {2014},
url = {http://arxiv.org/abs/1412.0233},
eprinttype = {arXiv},
eprint = {1412.0233},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChoromanskaHMAL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoroshinBTEL14,
author = {Ross Goroshin and
Joan Bruna and
Jonathan Tompson and
David Eigen and
Yann LeCun},
title = {Unsupervised Learning of Spatiotemporally Coherent Metrics},
journal = {CoRR},
volume = {abs/1412.6056},
year = {2014},
url = {http://arxiv.org/abs/1412.6056},
eprinttype = {arXiv},
eprint = {1412.6056},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoroshinBTEL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/HumphreyBL13,
author = {Eric J. Humphrey and
Juan Pablo Bello and
Yann LeCun},
title = {Feature learning and deep architectures: new directions for music
informatics},
journal = {J. Intell. Inf. Syst.},
volume = {41},
number = {3},
pages = {461--481},
year = {2013},
url = {https://doi.org/10.1007/s10844-013-0248-5},
doi = {10.1007/S10844-013-0248-5},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/HumphreyBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/FarabetCNL13,
author = {Cl{\'{e}}ment Farabet and
Camille Couprie and
Laurent Najman and
Yann LeCun},
title = {Learning Hierarchical Features for Scene Labeling},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {8},
pages = {1915--1929},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2012.231},
doi = {10.1109/TPAMI.2012.231},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/FarabetCNL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PickettKLM13,
author = {Marc Pickett and
Benjamin Kuipers and
Yann LeCun and
Clayton T. Morrison},
title = {Preface},
booktitle = {Learning Rich Representations from Low-Level Sensors, Papers from
the 2013 {AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-12}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7350},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PickettKLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SermanetKCL13,
author = {Pierre Sermanet and
Koray Kavukcuoglu and
Soumith Chintala and
Yann LeCun},
title = {Pedestrian Detection with Unsupervised Multi-stage Feature Learning},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {3626--3633},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.465},
doi = {10.1109/CVPR.2013.465},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SermanetKCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/CouprieFLN13,
author = {Camille Couprie and
Cl{\'{e}}ment Farabet and
Yann LeCun and
Laurent Najman},
title = {Causal graph-based video segmentation},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
Melbourne, Australia, September 15-18, 2013},
pages = {4249--4253},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICIP.2013.6738875},
doi = {10.1109/ICIP.2013.6738875},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/CouprieFLN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchaulZL13,
author = {Tom Schaul and
Sixin Zhang and
Yann LeCun},
title = {No more pesky learning rates},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {343--351},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/schaul13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchaulZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WanZZLF13,
author = {Li Wan and
Matthew D. Zeiler and
Sixin Zhang and
Yann LeCun and
Rob Fergus},
title = {Regularization of Neural Networks using DropConnect},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {1058--1066},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/wan13.html},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WanZZLF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/VatanenRVL13,
author = {Tommi Vatanen and
Tapani Raiko and
Harri Valpola and
Yann LeCun},
editor = {Minho Lee and
Akira Hirose and
Zeng{-}Guang Hou and
Rhee Man Kil},
title = {Pushing Stochastic Gradient towards Second-Order Methods - Backpropagation
Learning with Transformations in Nonlinearities},
booktitle = {Neural Information Processing - 20th International Conference, {ICONIP}
2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8226},
pages = {442--449},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-42054-2\_55},
doi = {10.1007/978-3-642-42054-2\_55},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/VatanenRVL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3476,
author = {Tommi Vatanen and
Tapani Raiko and
Harri Valpola and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Pushing Stochastic Gradient towards Second-Order Methods -- Backpropagation
Learning with Transformations in Nonlinearities},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3476},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3537,
author = {Joan Bruna and
Arthur Szlam and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Learning Stable Group Invariant Representations with Convolutional
Networks},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3537},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3572,
author = {Camille Couprie and
Cl{\'{e}}ment Farabet and
Laurent Najman and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Indoor Semantic Segmentation using depth information},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3572},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3577,
author = {Rostislav Goroshin and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Saturating Auto-Encoder},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3577},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3764,
author = {Tom Schaul and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Adaptive learning rates and parallelization for stochastic, sparse,
non-smooth gradients},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3764},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3775,
author = {Jason Tyler Rolfe and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Discriminative Recurrent Sparse Auto-Encoders},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3775},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2013,
editor = {Yoshua Bengio and
Yann LeCun},
title = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings},
year = {2013},
url = {https://openreview.net/group?id=ICLR.cc/2013},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2013w,
editor = {Yoshua Bengio and
Yann LeCun},
title = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},
year = {2013},
url = {https://openreview.net/group?id=ICLR.cc/2013},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/2013w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-1671,
author = {Camille Couprie and
Cl{\'{e}}ment Farabet and
Yann LeCun},
title = {Causal graph-based video segmentation},
journal = {CoRR},
volume = {abs/1301.1671},
year = {2013},
url = {http://arxiv.org/abs/1301.1671},
eprinttype = {arXiv},
eprint = {1301.1671},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-1671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SzlamGL12,
author = {Arthur Szlam and
Karol Gregor and
Yann LeCun},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Fast Approximations to Structured Sparse Coding and Applications to
Object Classification},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {7576},
pages = {200--213},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33715-4\_15},
doi = {10.1007/978-3-642-33715-4\_15},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SzlamGL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/AlvarezGLL12,
author = {Jos{\'{e}} M. {\'{A}}lvarez and
Theo Gevers and
Yann LeCun and
Antonio M. L{\'{o}}pez},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Road Scene Segmentation from a Single Image},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {7578},
pages = {376--389},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33786-4\_28},
doi = {10.1007/978-3-642-33786-4\_28},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/AlvarezGLL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LeCun12,
author = {Yann LeCun},
editor = {Andrea Fusiello and
Vittorio Murino and
Rita Cucchiara},
title = {Learning Invariant Feature Hierarchies},
booktitle = {Computer Vision - {ECCV} 2012. Workshops and Demonstrations - Florence,
Italy, October 7-13, 2012, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7583},
pages = {496--505},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33863-2\_51},
doi = {10.1007/978-3-642-33863-2\_51},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LeCun12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/AlvarezLGL12,
author = {Jos{\'{e}} M. {\'{A}}lvarez and
Yann LeCun and
Theo Gevers and
Antonio M. L{\'{o}}pez},
editor = {Andrea Fusiello and
Vittorio Murino and
Rita Cucchiara},
title = {Semantic Road Segmentation via Multi-scale Ensembles of Learned Features},
booktitle = {Computer Vision - {ECCV} 2012. Workshops and Demonstrations - Florence,
Italy, October 7-13, 2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7584},
pages = {586--595},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33868-7\_58},
doi = {10.1007/978-3-642-33868-7\_58},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/AlvarezLGL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarabetCNL12,
author = {Cl{\'{e}}ment Farabet and
Camille Couprie and
Laurent Najman and
Yann LeCun},
title = {Scene parsing with Multiscale Feature Learning, Purity Trees, and
Optimal Covers},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/319.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FarabetCNL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SermanetCL12,
author = {Pierre Sermanet and
Soumith Chintala and
Yann LeCun},
title = {Convolutional neural networks applied to house numbers digit classification},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {3288--3291},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460867/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/SermanetCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/HumphreyBL12,
author = {Eric J. Humphrey and
Juan Pablo Bello and
Yann LeCun},
editor = {Fabien Gouyon and
Perfecto Herrera and
Luis Gustavo Martins and
Meinard M{\"{u}}ller},
title = {Moving Beyond Feature Design: Deep Architectures and Automatic Feature
Learning in Music Informatics},
booktitle = {Proceedings of the 13th International Society for Music Information
Retrieval Conference, {ISMIR} 2012, Mosteiro S.Bento Da Vit{\'{o}}ria,
Porto, Portugal, October 8-12, 2012},
pages = {403--408},
publisher = {{FEUP} Edi{\c{c}}{\~{o}}es},
year = {2012},
url = {http://ismir2012.ismir.net/event/papers/403-ismir-2012.pdf},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismir/HumphreyBL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mwscas/PhamJFMLC12,
author = {Phi{-}Hung Pham and
Darko Jelaca and
Cl{\'{e}}ment Farabet and
Berin Martini and
Yann LeCun and
Eugenio Culurciello},
title = {NeuFlow: Dataflow vision processing system-on-a-chip},
booktitle = {55th {IEEE} International Midwest Symposium on Circuits and Systems,
{MWSCAS} 2012, Boise, ID, USA, August 5-8, 2012},
pages = {1044--1047},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MWSCAS.2012.6292202},
doi = {10.1109/MWSCAS.2012.6292202},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/mwscas/PhamJFMLC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RaikoVL12,
author = {Tapani Raiko and
Harri Valpola and
Yann LeCun},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Deep Learning Made Easier by Linear Transformations in Perceptrons},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {924--932},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/raiko12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaikoVL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/LeCunBOM12,
author = {Yann LeCun and
L{\'{e}}on Bottou and
Genevieve B. Orr and
Klaus{-}Robert M{\"{u}}ller},
editor = {Gr{\'{e}}goire Montavon and
Genevieve B. Orr and
Klaus{-}Robert M{\"{u}}ller},
title = {Efficient BackProp},
booktitle = {Neural Networks: Tricks of the Trade - Second Edition},
series = {Lecture Notes in Computer Science},
volume = {7700},
pages = {9--48},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35289-8\_3},
doi = {10.1007/978-3-642-35289-8\_3},
timestamp = {Wed, 25 Sep 2019 17:41:07 +0200},
biburl = {https://dblp.org/rec/series/lncs/LeCunBOM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/SimardLDV12,
author = {Patrice Y. Simard and
Yann LeCun and
John S. Denker and
Bernard Victorri},
editor = {Gr{\'{e}}goire Montavon and
Genevieve B. Orr and
Klaus{-}Robert M{\"{u}}ller},
title = {Transformation Invariance in Pattern Recognition - Tangent Distance
and Tangent Propagation},
booktitle = {Neural Networks: Tricks of the Trade - Second Edition},
series = {Lecture Notes in Computer Science},
volume = {7700},
pages = {235--269},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35289-8\_17},
doi = {10.1007/978-3-642-35289-8\_17},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/SimardLDV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-2160,
author = {Cl{\'{e}}ment Farabet and
Camille Couprie and
Laurent Najman and
Yann LeCun},
title = {Scene Parsing with Multiscale Feature Learning, Purity Trees, and
Optimal Covers},
journal = {CoRR},
volume = {abs/1202.2160},
year = {2012},
url = {http://arxiv.org/abs/1202.2160},
eprinttype = {arXiv},
eprint = {1202.2160},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-2160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-6384,
author = {Arthur Szlam and
Karol Gregor and
Yann LeCun},
title = {Fast approximations to structured sparse coding and applications to
object classification},
journal = {CoRR},
volume = {abs/1202.6384},
year = {2012},
url = {http://arxiv.org/abs/1202.6384},
eprinttype = {arXiv},
eprint = {1202.6384},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-6384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-3968,
author = {Pierre Sermanet and
Soumith Chintala and
Yann LeCun},
title = {Convolutional Neural Networks Applied to House Numbers Digit Classification},
journal = {CoRR},
volume = {abs/1204.3968},
year = {2012},
url = {http://arxiv.org/abs/1204.3968},
eprinttype = {arXiv},
eprint = {1204.3968},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-3968.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-1106,
author = {Tom Schaul and
Sixin Zhang and
Yann LeCun},
title = {No More Pesky Learning Rates},
journal = {CoRR},
volume = {abs/1206.1106},
year = {2012},
url = {http://arxiv.org/abs/1206.1106},
eprinttype = {arXiv},
eprint = {1206.1106},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-1106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-0142,
author = {Pierre Sermanet and
Koray Kavukcuoglu and
Soumith Chintala and
Yann LeCun},
title = {Pedestrian Detection with Unsupervised Multi-Stage Feature Learning},
journal = {CoRR},
volume = {abs/1212.0142},
year = {2012},
url = {http://arxiv.org/abs/1212.0142},
eprinttype = {arXiv},
eprint = {1212.0142},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-0142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/BelloLR11,
author = {Juan Pablo Bello and
Yann LeCun and
Robert Rowe},
title = {Concerto for violin and Markov model: technical perspective},
journal = {Commun. {ACM}},
volume = {54},
number = {3},
pages = {86},
year = {2011},
url = {https://doi.org/10.1145/1897852.1897874},
doi = {10.1145/1897852.1897874},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/BelloLR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/AkselrodZDFMLC11,
author = {Polina Akselrod and
Faye Zhao and
Ifigeneia Derekli and
Cl{\'{e}}ment Farabet and
Berin Martini and
Yann LeCun and
Eugenio Culurciello},
title = {Hardware accelerated visual attention algorithm},
booktitle = {45st Annual Conference on Information Sciences and Systems, {CISS}
2011, The John Hopkins University, Baltimore, MD, USA, 23-25 March
2011},
pages = {1--6},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CISS.2011.5766191},
doi = {10.1109/CISS.2011.5766191},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ciss/AkselrodZDFMLC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/FarabetMCACL11,
author = {Cl{\'{e}}ment Farabet and
Berin Martini and
B. Corda and
Polina Akselrod and
Eugenio Culurciello and
Yann LeCun},
title = {NeuFlow: {A} runtime reconfigurable dataflow processor for vision},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2011, Colorado Springs, CO, USA, 20-25 June, 2011},
pages = {109--116},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPRW.2011.5981829},
doi = {10.1109/CVPRW.2011.5981829},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/FarabetMCACL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BoureauRBPL11,
author = {Y{-}Lan Boureau and
Nicolas Le Roux and
Francis R. Bach and
Jean Ponce and
Yann LeCun},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Ask the locals: Multi-way local pooling for image recognition},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {2651--2658},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126555},
doi = {10.1109/ICCV.2011.6126555},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BoureauRBPL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SermanetL11,
author = {Pierre Sermanet and
Yann LeCun},
title = {Traffic sign recognition with multi-scale Convolutional Networks},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {2809--2813},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033589},
doi = {10.1109/IJCNN.2011.6033589},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SermanetL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/HenaffJKL11,
author = {Mikael Henaff and
Kevin Jarrett and
Koray Kavukcuoglu and
Yann LeCun},
editor = {Anssi Klapuri and
Colby Leider},
title = {Unsupervised Learning of Sparse Features for Scalable Audio Classification},
booktitle = {Proceedings of the 12th International Society for Music Information
Retrieval Conference, {ISMIR} 2011, Miami, Florida, USA, October 24-28,
2011},
pages = {681--686},
publisher = {University of Miami},
year = {2011},
url = {http://ismir2011.ismir.net/papers/PS6-5.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/HenaffJKL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SzlamGL11,
author = {Arthur Szlam and
Karol Gregor and
Yann LeCun},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Structured sparse coding via lateral inhibition},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1116--1124},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/fae0b27c451c728867a567e8c1bb4e53-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SzlamGL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-5307,
author = {Karol Gregor and
Yann LeCun},
title = {Efficient Learning of Sparse Invariant Representations},
journal = {CoRR},
volume = {abs/1105.5307},
year = {2011},
url = {http://arxiv.org/abs/1105.5307},
eprinttype = {arXiv},
eprint = {1105.5307},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-5307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-1169,
author = {Karol Gregor and
Yann LeCun},
title = {Learning Representations by Maximizing Compression},
journal = {CoRR},
volume = {abs/1108.1169},
year = {2011},
url = {http://arxiv.org/abs/1108.1169},
eprinttype = {arXiv},
eprint = {1108.1169},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-1169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BoureauBLP10,
author = {Y{-}Lan Boureau and
Francis R. Bach and
Yann LeCun and
Jean Ponce},
title = {Learning mid-level features for recognition},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {2559--2566},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539963},
doi = {10.1109/CVPR.2010.5539963},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BoureauBLP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/TaylorFLB10,
author = {Graham W. Taylor and
Rob Fergus and
Yann LeCun and
Christoph Bregler},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Convolutional Learning of Spatio-temporal Features},
booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {6316},
pages = {140--153},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15567-3\_11},
doi = {10.1007/978-3-642-15567-3\_11},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/TaylorFLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BoureauPL10,
author = {Y{-}Lan Boureau and
Jean Ponce and
Yann LeCun},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {A Theoretical Analysis of Feature Pooling in Visual Recognition},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {111--118},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/638.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BoureauPL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GregorL10,
author = {Karol Gregor and
Yann LeCun},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Learning Fast Approximations of Sparse Coding},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {399--406},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/449.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GregorL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/GrimesAL10,
author = {Matthew Koichi Grimes and
Dragomir Anguelov and
Yann LeCun},
title = {Hybrid hessians for flexible optimization of pose graphs},
booktitle = {2010 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, October 18-22, 2010, Taipei, Taiwan},
pages = {2997--3004},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IROS.2010.5650091},
doi = {10.1109/IROS.2010.5650091},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/GrimesAL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/LeCunKF10,
author = {Yann LeCun and
Koray Kavukcuoglu and
Cl{\'{e}}ment Farabet},
title = {Convolutional networks and applications in vision},
booktitle = {International Symposium on Circuits and Systems {(ISCAS} 2010), May
30 - June 2, 2010, Paris, France},
pages = {253--256},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISCAS.2010.5537907},
doi = {10.1109/ISCAS.2010.5537907},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/LeCunKF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/FarabetMATLC10,
author = {Cl{\'{e}}ment Farabet and
Berin Martini and
Polina Akselrod and
Sel{\c{c}}uk Talay and
Yann LeCun and
Eugenio Culurciello},
title = {Hardware accelerated convolutional neural networks for synthetic vision
systems},
booktitle = {International Symposium on Circuits and Systems {(ISCAS} 2010), May
30 - June 2, 2010, Paris, France},
pages = {257--260},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISCAS.2010.5537908},
doi = {10.1109/ISCAS.2010.5537908},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/FarabetMATLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KavukcuogluSBGML10,
author = {Koray Kavukcuoglu and
Pierre Sermanet and
Y{-}Lan Boureau and
Karol Gregor and
Micha{\"{e}}l Mathieu and
Yann LeCun},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Learning Convolutional Feature Hierarchies for Visual Recognition},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1090--1098},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/a01610228fe998f515a72dd730294d87-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KavukcuogluSBGML10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KingmaL10,
author = {Diederik P. Kingma and
Yann LeCun},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Regularized estimation of image statistics by Score Matching},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1126--1134},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/6f3e29a35278d71c7f65495871231324-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KingmaL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-0448,
author = {Karol Gregor and
Yann LeCun},
title = {Emergence of Complex-Like Cells in a Temporal Product Network with
Local Receptive Fields},
journal = {CoRR},
volume = {abs/1006.0448},
year = {2010},
url = {http://arxiv.org/abs/1006.0448},
eprinttype = {arXiv},
eprint = {1006.0448},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-0448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-0422,
author = {Arthur Szlam and
Koray Kavukcuoglu and
Yann LeCun},
title = {Convolutional Matching Pursuit and Dictionary Training},
journal = {CoRR},
volume = {abs/1010.0422},
year = {2010},
url = {http://arxiv.org/abs/1010.0422},
eprinttype = {arXiv},
eprint = {1010.0422},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-0422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-3467,
author = {Koray Kavukcuoglu and
Marc'Aurelio Ranzato and
Yann LeCun},
title = {Fast Inference in Sparse Coding Algorithms with Applications to Object
Recognition},
journal = {CoRR},
volume = {abs/1010.3467},
year = {2010},
url = {http://arxiv.org/abs/1010.3467},
eprinttype = {arXiv},
eprint = {1010.3467},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-3467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfr/SermanetHSGBECML09,
author = {Pierre Sermanet and
Raia Hadsell and
Marco Scoffier and
Matthew Grimes and
Jan Ben and
Ayse Erkan and
Chris Crudele and
Urs Miller and
Yann LeCun},
title = {A multirange architecture for collision-free off-road robot navigation},
journal = {J. Field Robotics},
volume = {26},
number = {1},
pages = {52--87},
year = {2009},
url = {https://doi.org/10.1002/rob.20270},
doi = {10.1002/ROB.20270},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jfr/SermanetHSGBECML09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfr/HadsellSBESKML09,
author = {Raia Hadsell and
Pierre Sermanet and
Jan Ben and
Ayse Erkan and
Marco Scoffier and
Koray Kavukcuoglu and
Urs Muller and
Yann LeCun},
title = {Learning long-range vision for autonomous off-road driving},
journal = {J. Field Robotics},
volume = {26},
number = {2},
pages = {120--144},
year = {2009},
url = {https://doi.org/10.1002/rob.20276},
doi = {10.1002/ROB.20276},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jfr/HadsellSBESKML09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KavukcuogluRFL09,
author = {Koray Kavukcuoglu and
Marc'Aurelio Ranzato and
Rob Fergus and
Yann LeCun},
title = {Learning invariant features through topographic filter maps},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {1605--1612},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206545},
doi = {10.1109/CVPR.2009.5206545},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KavukcuogluRFL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpl/FarabetPHL09,
author = {Cl{\'{e}}ment Farabet and
Cyril Poulet and
Jefferson Y. Han and
Yann LeCun},
editor = {Martin Danek and
Jiri Kadlec and
Brent E. Nelson},
title = {{CNP:} An FPGA-based processor for Convolutional Networks},
booktitle = {19th International Conference on Field Programmable Logic and Applications,
{FPL} 2009, August 31 - September 2, 2009, Prague, Czech Republic},
pages = {32--37},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/FPL.2009.5272559},
doi = {10.1109/FPL.2009.5272559},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/fpl/FarabetPHL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/JarrettKRL09,
author = {Kevin Jarrett and
Koray Kavukcuoglu and
Marc'Aurelio Ranzato and
Yann LeCun},
title = {What is the best multi-stage architecture for object recognition?},
booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009,
Kyoto, Japan, September 27 - October 4, 2009},
pages = {2146--2153},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCV.2009.5459469},
doi = {10.1109/ICCV.2009.5459469},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/JarrettKRL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/FarabetPL09,
author = {Cl{\'{e}}ment Farabet and
Cyril Poulet and
Yann LeCun},
title = {An FPGA-based stream processor for embedded real-time vision with
Convolutional Networks},
booktitle = {12th {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2009, Kyoto, Japan, September 27 - October 4, 2009},
pages = {878--885},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCVW.2009.5457611},
doi = {10.1109/ICCVW.2009.5457611},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/FarabetPL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuSLHB09,
author = {Kai Yu and
Ruslan Salakhutdinov and
Yann LeCun and
Geoffrey E. Hinton and
Yoshua Bengio},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Workshop summary: Workshop on learning feature hierarchies},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {5},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553543},
doi = {10.1145/1553374.1553543},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/YuSLHB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/GrimesL09,
author = {Matthew Grimes and
Yann LeCun},
title = {Efficient off-road localization using visually corrected odometry},
booktitle = {2009 {IEEE} International Conference on Robotics and Automation, {ICRA}
2009, Kobe, Japan, May 12-17, 2009},
pages = {2649--2654},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ROBOT.2009.5152880},
doi = {10.1109/ROBOT.2009.5152880},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/GrimesL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SermanetKL09,
author = {Pierre Sermanet and
Koray Kavukcuoglu and
Yann LeCun},
title = {EBLearn: Open-Source Energy-Based Learning in {C++}},
booktitle = {{ICTAI} 2009, 21st {IEEE} International Conference on Tools with Artificial
Intelligence, Newark, New Jersey, USA, 2-4 November 2009},
pages = {693--697},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICTAI.2009.28},
doi = {10.1109/ICTAI.2009.28},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SermanetKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MirowskiL09,
author = {Piotr Mirowski and
Yann LeCun},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Dynamic Factor Graphs for Time Series Modeling},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5782},
pages = {128--143},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04174-7\_9},
doi = {10.1007/978-3-642-04174-7\_9},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MirowskiL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/FitzgibbonTL08,
author = {Andrew W. Fitzgibbon and
Camillo J. Taylor and
Yann LeCun},
title = {Editorial},
journal = {Int. J. Comput. Vis.},
volume = {80},
number = {1},
pages = {1--2},
year = {2008},
url = {https://doi.org/10.1007/s11263-008-0162-4},
doi = {10.1007/S11263-008-0162-4},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/FitzgibbonTL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/HadsellESSML08,
author = {Raia Hadsell and
Ayse Erkan and
Pierre Sermanet and
Marco Scoffier and
Urs Muller and
Yann LeCun},
title = {Deep belief net learning in a long-range vision system for autonomous
off-road driving},
booktitle = {2008 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, September 22-26, 2008, Acropolis Convention Center, Nice,
France},
pages = {628--633},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IROS.2008.4651217},
doi = {10.1109/IROS.2008.4651217},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/HadsellESSML08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/SermanetHSML08,
author = {Pierre Sermanet and
Raia Hadsell and
Marco Scoffier and
Urs Muller and
Yann LeCun},
title = {Mapping and planning under uncertainty in mobile robots with long-range
perception},
booktitle = {2008 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, September 22-26, 2008, Acropolis Convention Center, Nice,
France},
pages = {2525--2530},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IROS.2008.4651203},
doi = {10.1109/IROS.2008.4651203},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/SermanetHSML08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OsadchyLM07,
author = {Margarita Osadchy and
Yann LeCun and
Matthew L. Miller},
title = {Synergistic Face Detection and Pose Estimation with Energy-Based Models},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {1197--1215},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314539},
doi = {10.5555/1314498.1314539},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/OsadchyLM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SonnenburgBOBBHLMPRRSSVWW07,
author = {S{\"{o}}ren Sonnenburg and
Mikio L. Braun and
Cheng Soon Ong and
Samy Bengio and
L{\'{e}}on Bottou and
Geoffrey Holmes and
Yann LeCun and
Klaus{-}Robert M{\"{u}}ller and
Fernando Pereira and
Carl Edward Rasmussen and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Alexander J. Smola and
Pascal Vincent and
Jason Weston and
Robert C. Williamson},
title = {The Need for Open Source Software in Machine Learning},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {2443--2466},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314577},
doi = {10.5555/1314498.1314577},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/SonnenburgBOBBHLMPRRSSVWW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/RanzatoTHFLP07,
author = {Marc'Aurelio Ranzato and
P. E. Taylor and
James M. House and
R. C. Flagan and
Yann LeCun and
Pietro Perona},
title = {Automatic recognition of biological particles in microscopic images},
journal = {Pattern Recognit. Lett.},
volume = {28},
number = {1},
pages = {31--39},
year = {2007},
url = {https://doi.org/10.1016/j.patrec.2006.06.010},
doi = {10.1016/J.PATREC.2006.06.010},
timestamp = {Tue, 17 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/RanzatoTHFLP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MirowskiML07,
author = {Piotr W. Mirowski and
Deepak Madhavan and
Yann LeCun},
title = {Time-Delay Neural Networks and Independent Component Analysis for
EEG-Based Prediction of Epileptic Seizures Propagation},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {1892--1893},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-321.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MirowskiML07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RanzatoHBL07,
author = {Marc'Aurelio Ranzato and
Fu Jie Huang and
Y{-}Lan Boureau and
Yann LeCun},
title = {Unsupervised Learning of Invariant Feature Hierarchies with Applications
to Object Recognition},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383157},
doi = {10.1109/CVPR.2007.383157},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RanzatoHBL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/LeCunCRH07,
author = {Yann LeCun and
Sumit Chopra and
Marc'Aurelio Ranzato and
Fu Jie Huang},
title = {Energy-Based Models in Document Recognition and Computer Vision},
booktitle = {9th International Conference on Document Analysis and Recognition
{(ICDAR} 2007), 23-26 September, Curitiba, Paran{\'{a}}, Brazil},
pages = {337--341},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDAR.2007.4378728},
doi = {10.1109/ICDAR.2007.4378728},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/LeCunCRH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/RanzatoL07,
author = {Marc'Aurelio Ranzato and
Yann LeCun},
title = {A Sparse and Locally Shift Invariant Feature Extractor Applied to
Document Images},
booktitle = {9th International Conference on Document Analysis and Recognition
{(ICDAR} 2007), 23-26 September, Curitiba, Paran{\'{a}}, Brazil},
pages = {1213--1217},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDAR.2007.4377108},
doi = {10.1109/ICDAR.2007.4377108},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/RanzatoL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/ErkanHSBML07,
author = {Ayse Erkan and
Raia Hadsell and
Pierre Sermanet and
Jan Ben and
Urs Muller and
Yann LeCun},
title = {Adaptive long range vision in unstructured terrain},
booktitle = {2007 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, October 29 - November 2, 2007, Sheraton Hotel and Marina,
San Diego, California, {USA}},
pages = {2421--2426},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IROS.2007.4399622},
doi = {10.1109/IROS.2007.4399622},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/ErkanHSBML07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChopraTLCL07,
author = {Sumit Chopra and
Trivikraman Thampy and
John Leahy and
Andrew Caplin and
Yann LeCun},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Discovering the hidden structure of house prices with a non-parametric
latent manifold model},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {173--182},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281214},
doi = {10.1145/1281192.1281214},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChopraTLCL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RanzatoBL07,
author = {Marc'Aurelio Ranzato and
Y{-}Lan Boureau and
Yann LeCun},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Sparse Feature Learning for Deep Belief Networks},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1185--1192},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/c60d060b946d6dd6145dcbad5c4ccf6f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RanzatoBL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/HadsellSBEHML07,
author = {Raia Hadsell and
Pierre Sermanet and
Jan Ben and
Ayse Erkan and
Jeff Han and
Urs Muller and
Yann LeCun},
editor = {Wolfram Burgard and
Oliver Brock and
Cyrill Stachniss},
title = {Online Learning for Offroad Robots: Spatial Label Propagation to Learn
Long-Range Traversability},
booktitle = {Robotics: Science and Systems III, June 27-30, 2007, Georgia Institute
of Technology, Atlanta, Georgia, {USA}},
publisher = {The {MIT} Press},
year = {2007},
url = {http://www.roboticsproceedings.org/rss03/p03.html},
doi = {10.15607/RSS.2007.III.003},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/rss/HadsellSBEHML07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RanzatoBCL07,
author = {Marc'Aurelio Ranzato and
Y{-}Lan Boureau and
Sumit Chopra and
Yann LeCun},
editor = {Marina Meila and
Xiaotong Shen},
title = {A Unified Energy-Based Framework for Unsupervised Learning},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {371--379},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/ranzato07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RanzatoBCL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clor/OsadchyLM06,
author = {Margarita Osadchy and
Yann LeCun and
Matthew L. Miller},
editor = {Jean Ponce and
Martial Hebert and
Cordelia Schmid and
Andrew Zisserman},
title = {Synergistic Face Detection and Pose Estimation with Energy-Based Models},
booktitle = {Toward Category-Level Object Recognition},
series = {Lecture Notes in Computer Science},
volume = {4170},
pages = {196--206},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11957959\_10},
doi = {10.1007/11957959\_10},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/clor/OsadchyLM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuangL06,
author = {Fu Jie Huang and
Yann LeCun},
title = {Large-scale Learning with {SVM} and Convolutional for Generic Object
Categorization},
booktitle = {2006 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2006), 17-22 June 2006, New York, NY, {USA}},
pages = {284--291},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CVPR.2006.164},
doi = {10.1109/CVPR.2006.164},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HuangL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HadsellCL06,
author = {Raia Hadsell and
Sumit Chopra and
Yann LeCun},
title = {Dimensionality Reduction by Learning an Invariant Mapping},
booktitle = {2006 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2006), 17-22 June 2006, New York, NY, {USA}},
pages = {1735--1742},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CVPR.2006.100},
doi = {10.1109/CVPR.2006.100},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HadsellCL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RanzatoPCL06,
author = {Marc'Aurelio Ranzato and
Christopher S. Poultney and
Sumit Chopra and
Yann LeCun},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Efficient Learning of Sparse Representations with an Energy-Based
Model},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1137--1144},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/87f4d79e36d68c3031ccf6c55e9bbd39-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RanzatoPCL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/NingDLPBB05,
author = {F. Ning and
D. Delhomme and
Yann LeCun and
F. Piano and
L{\'{e}}on Bottou and
Paolo Emilio Barbano},
title = {Toward Automatic Phenotyping of Developing Embryos From Videos},
journal = {{IEEE} Trans. Image Process.},
volume = {14},
number = {9},
pages = {1360--1371},
year = {2005},
url = {https://doi.org/10.1109/TIP.2005.852470},
doi = {10.1109/TIP.2005.852470},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/NingDLPBB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeCunH05,
author = {Yann LeCun and
Fu Jie Huang},
editor = {Robert G. Cowell and
Zoubin Ghahramani},
title = {Loss Functions for Discriminative Training of Energy-Based Models},
booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8,
2005},
pages = {206--213},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2005},
url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/207.pdf},
timestamp = {Fri, 05 Jul 2024 15:47:03 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeCunH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChopraHL05,
author = {Sumit Chopra and
Raia Hadsell and
Yann LeCun},
title = {Learning a Similarity Metric Discriminatively, with Application to
Face Verification},
booktitle = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}},
pages = {539--546},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CVPR.2005.202},
doi = {10.1109/CVPR.2005.202},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChopraHL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeCunMBCF05,
author = {Yann LeCun and
Urs Muller and
Jan Ben and
Eric Cosatto and
Beat Flepp},
title = {Off-Road Obstacle Avoidance through End-to-End Learning},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {739--746},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/fdf1bc5669e8ff5ba45d02fded729feb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeCunMBCF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LeCunHB04,
author = {Yann LeCun and
Fu Jie Huang and
L{\'{e}}on Bottou},
title = {Learning Methods for Generic Object Recognition with Invariance to
Pose and Lighting},
booktitle = {2004 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2004), with CD-ROM, 27 June - 2 July 2004, Washington,
DC, {USA}},
pages = {97--104},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.ieeecomputersociety.org/10.1109/CVPR.2004.144},
doi = {10.1109/CVPR.2004.144},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LeCunHB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OsadchyML04,
author = {Margarita Osadchy and
Matthew L. Miller and
Yann LeCun},
title = {Synergistic Face Detection and Pose Estimation with Energy-Based Models},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {1017--1024},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/06c284d3f757b15c02f47f3ff06dc275-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/OsadchyML04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BottouC03,
author = {L{\'{e}}on Bottou and
Yann LeCun},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Large Scale Online Learning},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {217--224},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/9fb7b048c96d44a0337f049e0a61ff06-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BottouC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SaulLIL02,
author = {Lawrence K. Saul and
Daniel D. Lee and
Charles L. Isbell Jr. and
Yann LeCun},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Real Time Voice Processing with Audiovisual Feedback: Toward Autonomous
Agents with Perfect Pitch},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {1181--1188},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/43351f7bf9a215be70c2c2caa7555002-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SaulLIL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/BottouHL01,
author = {L{\'{e}}on Bottou and
Patrick Haffner and
Yann LeCun},
title = {Efficient Conversion of Digital Documents to Multilayer Raster Formats},
booktitle = {6th International Conference on Document Analysis and Recognition
{(ICDAR} 2001), 10-13 September 2001, Seattle, WA, {USA}},
pages = {444--449},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICDAR.2001.953829},
doi = {10.1109/ICDAR.2001.953829},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/BottouHL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/SimardCDV00,
author = {Patrice Y. Simard and
Yann LeCun and
John S. Denker and
Bernard Victorri},
title = {Transformation invariance in pattern recognition: Tangent distance
and propagation},
journal = {Int. J. Imaging Syst. Technol.},
volume = {11},
number = {3},
pages = {181--197},
year = {2000},
url = {https://doi.org/10.1002/1098-1098(2000)11:3\&\#60;181::AID-IMA1003\&\#62;3.0.CO;2-E},
doi = {10.1002/1098-1098(2000)11:3\&\#60;181::AID-IMA1003\&\#62;3.0.CO;2-E},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imst/SimardCDV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/HaffnerBHL99,
author = {Patrick Haffner and
L{\'{e}}on Bottou and
Paul G. Howard and
Yann LeCun},
title = {DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution},
booktitle = {Fifth International Conference on Document Analysis and Recognition,
{ICDAR} 1999, 20-22 September, 1999, Bangalore, India},
pages = {625--628},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICDAR.1999.791865},
doi = {10.1109/ICDAR.1999.791865},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/HaffnerBHL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HaffnerLBHVR99,
author = {Patrick Haffner and
Yann LeCun and
L{\'{e}}on Bottou and
Paul G. Howard and
Pascal Vincent and
Bill Riemers},
title = {Color Documents on the Web with {DJVU}},
booktitle = {Proceedings of the 1999 International Conference on Image Processing,
{ICIP} '99, Kobe, Japan, October 24-28, 1999},
pages = {239--243},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/ICIP.1999.821605},
doi = {10.1109/ICIP.1999.821605},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/HaffnerLBHVR99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/shape/CunHBB99,
author = {Yann LeCun and
Patrick Haffner and
L{\'{e}}on Bottou and
Yoshua Bengio},
editor = {David A. Forsyth and
Joseph L. Mundy and
Vito Di Ges{\`{u}} and
Roberto Cipolla},
title = {Object Recognition with Gradient-Based Learning},
booktitle = {Shape, Contour and Grouping in Computer Vision},
series = {Lecture Notes in Computer Science},
volume = {1681},
pages = {319},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46805-6\_19},
doi = {10.1007/3-540-46805-6\_19},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/shape/CunHBB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jei/BottouHHSBL98,
author = {L{\'{e}}on Bottou and
Patrick Haffner and
Paul G. Howard and
Patrice Y. Simard and
Yoshua Bengio and
Yann LeCun},
title = {High quality document image compression with "DjVu"},
journal = {J. Electronic Imaging},
volume = {7},
number = {3},
pages = {410--425},
year = {1998},
url = {https://doi.org/10.1117/1.482609},
doi = {10.1117/1.482609},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jei/BottouHHSBL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/CoxHLSR98,
author = {Richard V. Cox and
Barry G. Haskell and
Yann LeCun and
Behzad Shahraray and
Lawrence R. Rabiner},
title = {On the applications of multimedia processing to communications},
journal = {Proc. {IEEE}},
volume = {86},
number = {5},
pages = {755--824},
year = {1998},
url = {https://doi.org/10.1109/5.664272},
doi = {10.1109/5.664272},
timestamp = {Mon, 28 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pieee/CoxHLSR98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/LeCunBBH98,
author = {Yann LeCun and
L{\'{e}}on Bottou and
Yoshua Bengio and
Patrick Haffner},
title = {Gradient-based learning applied to document recognition},
journal = {Proc. {IEEE}},
volume = {86},
number = {11},
pages = {2278--2324},
year = {1998},
url = {https://doi.org/10.1109/5.726791},
doi = {10.1109/5.726791},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pieee/LeCunBBH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/HaskellHLPOCRBH98,
author = {Barry G. Haskell and
Paul G. Howard and
Yann LeCun and
Atul Puri and
J{\"{o}}rn Ostermann and
M. Reha Civanlar and
Lawrence R. Rabiner and
L{\'{e}}on Bottou and
Patrick Haffner},
title = {Image and video coding-emerging standards and beyond},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {8},
number = {7},
pages = {814--837},
year = {1998},
url = {https://doi.org/10.1109/76.735379},
doi = {10.1109/76.735379},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/HaskellHLPOCRBH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ChellappaFKKLNP98,
author = {Rama Chellappa and
Kunihiko Fukushima and
Aggelos K. Katsaggelos and
Sun{-}Yuan Kung and
Yann LeCun and
Nasser M. Nasrabadi and
Tomaso A. Poggio},
title = {Guest Editorial Applications Of Artificial Neural Networks To Image
Processing},
journal = {{IEEE} Trans. Image Process.},
volume = {7},
number = {8},
pages = {1093--1096},
year = {1998},
url = {https://doi.org/10.1109/TIP.1998.704303},
doi = {10.1109/TIP.1998.704303},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ChellappaFKKLNP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adl/HaffnerBHSBC98,
author = {Patrick Haffner and
L{\'{e}}on Bottou and
Paul G. Howard and
Patrice Y. Simard and
Yoshua Bengio and
Yann LeCun},
title = {Browsing through High Quality Document Images with DjVu},
booktitle = {Proceedings of the {IEEE} Forum on Research and Technology Advances
in Digital Libraries, {IEEE} {ADL} '98, Santa Barbara, California,
USA, April 22-24, 1998},
pages = {309--318},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ADL.1998.670431},
doi = {10.1109/ADL.1998.670431},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adl/HaffnerBHSBC98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imaging/LeCunBHH98,
author = {Yann LeCun and
L{\'{e}}on Bottou and
Patrick Haffner and
Paul G. Howard},
title = {DjVu: a Compression Method for Distributing Scanned Documents in Color
over the Internet},
booktitle = {6th Color and Imaging Conference, {CIC} 1998, Scottsdale, Arizona,
USA, November 17-20, 1998},
pages = {220--223},
publisher = {Society for Imaging Science and Technology},
year = {1998},
url = {https://doi.org/10.2352/CIC.1998.6.1.art00047},
doi = {10.2352/CIC.1998.6.1.ART00047},
timestamp = {Sat, 15 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/imaging/LeCunBHH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SimardBHL98,
author = {Patrice Y. Simard and
L{\'{e}}on Bottou and
Patrick Haffner and
Yann LeCun},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Boxlets: {A} Fast Convolution Algorithm for Signal Processing and
Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {571--577},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1602-boxlets-a-fast-convolution-algorithm-for-signal-processing-and-neural-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SimardBHL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BottouBL97,
author = {L{\'{e}}on Bottou and
Yoshua Bengio and
Yann LeCun},
title = {Global Training of Document Processing Systems Using Graph Transformer
Networks},
booktitle = {1997 Conference on Computer Vision and Pattern Recognition {(CVPR}
'97), June 17-19, 1997, San Juan, Puerto Rico},
pages = {489--494},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/CVPR.1997.609370},
doi = {10.1109/CVPR.1997.609370},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BottouBL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LeCunBB97,
author = {Yann LeCun and
L{\'{e}}on Bottou and
Yoshua Bengio},
title = {Reading checks with multilayer graph transformer networks},
booktitle = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997},
pages = {151--154},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICASSP.1997.599580},
doi = {10.1109/ICASSP.1997.599580},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LeCunBB97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/CoxHCSR97,
author = {Richard V. Cox and
Barry G. Haskell and
Yann LeCun and
Behzad Shahraray and
Lawrence R. Rabiner},
title = {On the Applications of Multimedia Processing to Telecommunications},
booktitle = {Proceedings 1997 International Conference on Image Processing, {ICIP}
'97, Santa Barbara, California, USA, October 26-29, 1997},
pages = {5--8},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICIP.1997.647370},
doi = {10.1109/ICIP.1997.647370},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/CoxHCSR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/RahimBL97,
author = {Mazin Rahim and
Yoshua Bengio and
Yann LeCun},
editor = {George Kokkinakis and
Nikos Fakotakis and
Evangelos Dermatas},
title = {Discriminative feature and model design for automatic speech recognition},
booktitle = {Fifth European Conference on Speech Communication and Technology,
{EUROSPEECH} 1997, Rhodes, Greece, September 22-25, 1997},
pages = {75--78},
publisher = {{ISCA}},
year = {1997},
url = {https://doi.org/10.21437/Eurospeech.1997-46},
doi = {10.21437/EUROSPEECH.1997-46},
timestamp = {Sun, 02 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/RahimBL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/nips/LeCunBOM96,
author = {Yann LeCun and
L{\'{e}}on Bottou and
Genevieve B. Orr and
Klaus{-}Robert M{\"{u}}ller},
editor = {Genevieve B. Orr and
Klaus{-}Robert M{\"{u}}ller},
title = {Effiicient BackProp},
booktitle = {Neural Networks: Tricks of the Trade},
series = {Lecture Notes in Computer Science},
volume = {1524},
pages = {9--50},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-49430-8\_2},
doi = {10.1007/3-540-49430-8\_2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeCunBOM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/nips/SimardLDV96,
author = {Patrice Y. Simard and
Yann LeCun and
John S. Denker and
Bernard Victorri},
editor = {Genevieve B. Orr and
Klaus{-}Robert M{\"{u}}ller},
title = {Transformation Invariance in Pattern Recognition-Tangent Distance
and Tangent Propagation},
booktitle = {Neural Networks: Tricks of the Trade},
series = {Lecture Notes in Computer Science},
volume = {1524},
pages = {239--27},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-49430-8\_13},
doi = {10.1007/3-540-49430-8\_13},
timestamp = {Wed, 22 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SimardLDV96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BengioLNB95,
author = {Yoshua Bengio and
Yann LeCun and
Craig R. Nohl and
Christopher J. C. Burges},
title = {LeRec: a {NN/HMM} hybrid for on-line handwriting recognition},
journal = {Neural Comput.},
volume = {7},
number = {6},
pages = {1289--1303},
year = {1995},
url = {https://doi.org/10.1162/neco.1995.7.6.1289},
doi = {10.1162/NECO.1995.7.6.1289},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BengioLNB95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/VapnikLL94,
author = {Vladimir Vapnik and
Esther Levin and
Yann LeCun},
title = {Measuring the VC-Dimension of a Learning Machine},
journal = {Neural Comput.},
volume = {6},
number = {5},
pages = {851--876},
year = {1994},
url = {https://doi.org/10.1162/neco.1994.6.5.851},
doi = {10.1162/NECO.1994.6.5.851},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/VapnikLL94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DruckerCJLV94,
author = {Harris Drucker and
Corinna Cortes and
Lawrence D. Jackel and
Yann LeCun and
Vladimir Vapnik},
title = {Boosting and Other Ensemble Methods},
journal = {Neural Comput.},
volume = {6},
number = {6},
pages = {1289--1301},
year = {1994},
url = {https://doi.org/10.1162/neco.1994.6.6.1289},
doi = {10.1162/NECO.1994.6.6.1289},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/DruckerCJLV94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DruckerCJCV94,
author = {Harris Drucker and
Corinna Cortes and
Lawrence D. Jackel and
Yann LeCun and
Vladimir Vapnik},
editor = {William W. Cohen and
Haym Hirsh},
title = {Boosting and Other Machine Learning Algorithms},
booktitle = {Machine Learning, Proceedings of the Eleventh International Conference,
Rutgers University, New Brunswick, NJ, USA, July 10-13, 1994},
pages = {53--61},
publisher = {Morgan Kaufmann},
year = {1994},
url = {https://doi.org/10.1016/b978-1-55860-335-6.50015-5},
doi = {10.1016/B978-1-55860-335-6.50015-5},
timestamp = {Mon, 24 Jun 2019 13:56:31 +0200},
biburl = {https://dblp.org/rec/conf/icml/DruckerCJCV94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BottouCDDGJLMSS94,
author = {L{\'{e}}on Bottou and
Corinna Cortes and
John S. Denker and
Harris Drucker and
Isabelle Guyon and
Larry D. Jackel and
Yann LeCun and
Urs A. M{\"{u}}ller and
Eduard S{\"{a}}ckinger and
Patrice Y. Simard and
Vladimir Vapnik},
title = {Comparison of classifier methods: a case study in handwritten digit
recognition},
booktitle = {12th {IAPR} International Conference on Pattern Recognition, Conference
{B:} Patern Recognition and Neural Networks, {ICPR} 1994, Jerusalem,
Israel, 9-13 October, 1994, Volume 2},
pages = {77--82},
publisher = {{IEEE}},
year = {1994},
url = {https://doi.org/10.1109/ICPR.1994.576879},
doi = {10.1109/ICPR.1994.576879},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/BottouCDDGJLMSS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LeCunB94,
author = {Yann LeCun and
Yoshua Bengio},
title = {Word-level training of a handwritten word recognizer based on convolutional
neural networks},
booktitle = {12th {IAPR} International Conference on Pattern Recognition, Conference
{B:} Patern Recognition and Neural Networks, {ICPR} 1994, Jerusalem,
Israel, 9-13 October, 1994, Volume 2},
pages = {88--92},
publisher = {{IEEE}},
year = {1994},
url = {https://doi.org/10.1109/ICPR.1994.576881},
doi = {10.1109/ICPR.1994.576881},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/LeCunB94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SimardLD94,
author = {Patrice Y. Simard and
Yann LeCun and
John S. Denker},
title = {Memory-based character recognition using a transformation invariant
metric},
booktitle = {12th {IAPR} International Conference on Pattern Recognition, Conference
{B:} Patern Recognition and Neural Networks, {ICPR} 1994, Jerusalem,
Israel, 9-13 October, 1994, Volume 2},
pages = {262--267},
publisher = {{IEEE}},
year = {1994},
url = {https://doi.org/10.1109/ICPR.1994.576916},
doi = {10.1109/ICPR.1994.576916},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/SimardLD94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BengioL94,
author = {Yoshua Bengio and
Yann LeCun},
title = {Word normalization for online handwritten word recognition},
booktitle = {12th {IAPR} International Conference on Pattern Recognition, Conference
{B:} Patern Recognition and Neural Networks, {ICPR} 1994, Jerusalem,
Israel, 9-13 October, 1994, Volume 2},
pages = {409--413},
publisher = {{IEEE}},
year = {1994},
url = {https://doi.org/10.1109/ICPR.1994.576966},
doi = {10.1109/ICPR.1994.576966},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/BengioL94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/BromleyBBGLMSS93,
author = {Jane Bromley and
James W. Bentz and
L{\'{e}}on Bottou and
Isabelle Guyon and
Yann LeCun and
Cliff Moore and
Eduard S{\"{a}}ckinger and
Roopak Shah},
title = {Signature Verification Using {A} "Siamese" Time Delay Neural
Network},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {7},
number = {4},
pages = {669--688},
year = {1993},
url = {https://doi.org/10.1142/S0218001493000339},
doi = {10.1142/S0218001493000339},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/BromleyBBGLMSS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/BurgesBDLN93,
author = {Christopher J. C. Burges and
Jan Ben and
John S. Denker and
Yann LeCun and
Craig R. Nohl},
title = {Off Line Recognition of Handwritten Postal Words Using Neural Networks},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {7},
number = {4},
pages = {689--704},
year = {1993},
url = {https://doi.org/10.1142/S0218001493000340},
doi = {10.1142/S0218001493000340},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/BurgesBDLN93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/WuCJJ93,
author = {Quen{-}Zong Wu and
Yann LeCun and
Lawrence D. Jackel and
Bor{-}Shenn Jeng},
title = {On-line recognition of limited-vocabulary Chinese character using
multiple convolutional neural networks},
booktitle = {1993 {IEEE} International Symposium on Circuits and Systems, {ISCAS}
1993, Chicago, Illinois, USA, May 3-6, 1993},
pages = {2435--2438},
publisher = {{IEEE}},
year = {1993},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/WuCJJ93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BromleyGLSS93,
author = {Jane Bromley and
Isabelle Guyon and
Yann LeCun and
Eduard S{\"{a}}ckinger and
Roopak Shah},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {Signature Verification Using a Siamese Time Delay Neural Network},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {737--744},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/769-signature-verification-using-a-siamese-time-delay-neural-network},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BromleyGLSS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BengioCH93,
author = {Yoshua Bengio and
Yann LeCun and
Donnie Henderson},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {Globally Trained Handwritten Word Recognizer Using Spatial Representation,
Convolutional Neural Networks, and Hidden Markov Models},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {937--944},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/819-globally-trained-handwritten-word-recognizer-using-spatial-representation-convolutional-neural-networks-and-hidden-markov-models},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BengioCH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/MatanBBBDJCPSST92,
author = {Ofer Matan and
Henry S. Baird and
Jane Bromley and
Christopher J. C. Burges and
John S. Denker and
Lawrence D. Jackel and
Yann LeCun and
Edwin P. D. Pednault and
William Satterfield and
Charles E. Stenard and
Timothy J. Thompson},
title = {Reading Handwritten Digits: {A} {ZIP} Code Recognition System},
journal = {Computer},
volume = {25},
number = {7},
pages = {59--63},
year = {1992},
url = {https://doi.org/10.1109/2.144441},
doi = {10.1109/2.144441},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/MatanBBBDJCPSST92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/BoserSBLJ92,
author = {Bernhard E. Boser and
Eduard S{\"{a}}ckinger and
Jane Bromley and
Yann LeCun and
Lawrence D. Jackel},
title = {Hardware requirements for neural network pattern classifiers: a case
study and implementation},
journal = {{IEEE} Micro},
volume = {12},
number = {1},
pages = {32--40},
year = {1992},
url = {https://doi.org/10.1109/40.124378},
doi = {10.1109/40.124378},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/BoserSBLJ92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SackingerBBLJ92,
author = {Eduard S{\"{a}}ckinger and
Bernhard E. Boser and
Jane Bromley and
Yann LeCun and
Lawrence D. Jackel},
title = {Application of the {ANNA} neural network chip to high-speed character
recognition},
journal = {{IEEE} Trans. Neural Networks},
volume = {3},
number = {3},
pages = {498--505},
year = {1992},
url = {https://doi.org/10.1109/72.129422},
doi = {10.1109/72.129422},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SackingerBBLJ92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DruckerL92,
author = {Harris Drucker and
Yann LeCun},
title = {Improving generalization performance using double backpropagation},
journal = {{IEEE} Trans. Neural Networks},
volume = {3},
number = {6},
pages = {991--997},
year = {1992},
url = {https://doi.org/10.1109/72.165600},
doi = {10.1109/72.165600},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/DruckerL92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SimardCDV92,
author = {Patrice Y. Simard and
Yann LeCun and
John S. Denker and
Bernard Victorri},
title = {An efficient algorithm for learning invariance in adaptive classifiers},
booktitle = {11th {IAPR} International Conference on Pattern Recognition, {ICPR}
1992. Conference {B:} Pattern Recognition Methodology and Systems,
The Hague, Netherlands, August 30-September 3, 1992},
pages = {651--655},
publisher = {{IEEE}},
year = {1992},
url = {https://doi.org/10.1109/ICPR.1992.201861},
doi = {10.1109/ICPR.1992.201861},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/icpr/SimardCDV92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SimardCD92,
author = {Patrice Y. Simard and
Yann LeCun and
John S. Denker},
editor = {Stephen Jose Hanson and
Jack D. Cowan and
C. Lee Giles},
title = {Efficient Pattern Recognition Using a New Transformation Distance},
booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 3, 1992]},
pages = {50--58},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://papers.nips.cc/paper/656-efficient-pattern-recognition-using-a-new-transformation-distance},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SimardCD92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CunSP92,
author = {Yann LeCun and
Patrice Y. Simard and
Barak A. Pearlmutter},
editor = {Stephen Jose Hanson and
Jack D. Cowan and
C. Lee Giles},
title = {Automatic Learning Rate Maximization in Large Adaptive Machines},
booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 3, 1992]},
pages = {156--163},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://papers.nips.cc/paper/589-egularities-under-changing-environments},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CunSP92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GuyonALDH91,
author = {Isabelle Guyon and
P. Albrecht and
Yann LeCun and
John S. Denker and
Wayne E. Hubbard},
title = {Design of a neural network character recognizer for a touch terminal},
journal = {Pattern Recognit.},
volume = {24},
number = {2},
pages = {105--119},
year = {1991},
url = {https://doi.org/10.1016/0031-3203(91)90081-F},
doi = {10.1016/0031-3203(91)90081-F},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GuyonALDH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compcon/JackelSBBBBDGHH91,
author = {Lawrence D. Jackel and
Charles E. Stenard and
Henry S. Baird and
Bernhard E. Boser and
Jane Bromley and
Christopher J. C. Burges and
John S. Denker and
Hans Peter Graf and
Donnie Henderson and
Richard E. Howard and
Wayne E. Hubbard and
Yann LeCun and
Ofer Matan and
Edwin P. D. Pednault and
William Satterfield and
Eduard S{\"{a}}ckinger and
Timothy J. Thompson},
title = {A neural network approach to handprint character recognition},
booktitle = {Compcon Spring '91, San Francisco, California, USA, February 25 -
March 1, 1991. Digest of Papers},
pages = {472--475},
publisher = {{IEEE} Computer Society},
year = {1991},
url = {https://doi.org/10.1109/CMPCON.1991.128851},
doi = {10.1109/CMPCON.1991.128851},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/compcon/JackelSBBBBDGHH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MatanBLD91,
author = {Ofer Matan and
Christopher J. C. Burges and
Yann LeCun and
John S. Denker},
editor = {John E. Moody and
Stephen Jose Hanson and
Richard Lippmann},
title = {Multi-Digit Recognition Using a Space Displacement Neural Network},
booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference,
Denver, Colorado, USA, December 2-5, 1991]},
pages = {488--495},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://papers.nips.cc/paper/557-multi-digit-recognition-using-a-space-displacement-neural-network},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MatanBLD91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SimardL91,
author = {Patrice Y. Simard and
Yann LeCun},
editor = {John E. Moody and
Stephen Jose Hanson and
Richard Lippmann},
title = {Reverse {TDNN:} An Architecture For Trajectory Generation},
booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference,
Denver, Colorado, USA, December 2-5, 1991]},
pages = {579--588},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://papers.nips.cc/paper/577-reverse-tdnn-an-architecture-for-trajectory-generation},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SimardL91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SimardVLD91,
author = {Patrice Y. Simard and
Bernard Victorri and
Yann LeCun and
John S. Denker},
editor = {John E. Moody and
Stephen Jose Hanson and
Richard Lippmann},
title = {Tangent Prop - {A} Formalism for Specifying Selected Invariances in
an Adaptive Network},
booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference,
Denver, Colorado, USA, December 2-5, 1991]},
pages = {895--903},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://papers.nips.cc/paper/536-tangent-prop-a-formalism-for-specifying-selected-invariances-in-an-adaptive-network},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SimardVLD91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LeCunMBDHHHJB90,
author = {Yann LeCun and
Ofer Matan and
Bernhard E. Boser and
John S. Denker and
Don Henderson and
Richard E. Howard and
Wayne E. Hubbard and
L. D. Jacket and
Henry S. Baird},
title = {Handwritten zip code recognition with multilayer networks},
booktitle = {10th {IAPR} International Conference on Pattern Recognition, Conference
{C:} image, speech, and signal processing, and Conference {D:} computer
architecture for vision in pattern recognition, {ICPR} 1990, Atlantic
City, NJ, USA, 16-21 June, 1990, Volume 2},
pages = {35--40},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/ICPR.1990.119325},
doi = {10.1109/ICPR.1990.119325},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/LeCunMBDHHHJB90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JackelBDGCGHHHS90,
author = {Lawrence D. Jackel and
Bernhard E. Boser and
John S. Denker and
Hans Peter Graf and
Yann LeCun and
Isabelle Guyon and
Donnie Henderson and
Richard E. Howard and
Wayne E. Hubbard and
Sara A. Solla},
title = {Hardware requirements for neural-net optical character recognition},
booktitle = {{IJCNN} 1990, International Joint Conference on Neural Networks, San
Diego, CA, USA, June 17-21, 1990},
pages = {855--861},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/IJCNN.1990.137801},
doi = {10.1109/IJCNN.1990.137801},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JackelBDGCGHHHS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DenkerL90,
author = {John S. Denker and
Yann LeCun},
editor = {Richard Lippmann and
John E. Moody and
David S. Touretzky},
title = {Transforming Neural-Net Output Levels to Probability Distributions},
booktitle = {Advances in Neural Information Processing Systems 3, {[NIPS} Conference,
Denver, Colorado, USA, November 26-29, 1990]},
pages = {853--859},
publisher = {Morgan Kaufmann},
year = {1990},
url = {http://papers.nips.cc/paper/419-transforming-neural-net-output-levels-to-probability-distributions},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DenkerL90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CunKS90,
author = {Yann LeCun and
Ido Kanter and
Sara A. Solla},
editor = {Richard Lippmann and
John E. Moody and
David S. Touretzky},
title = {Second Order Properties of Error Surfaces},
booktitle = {Advances in Neural Information Processing Systems 3, {[NIPS} Conference,
Denver, Colorado, USA, November 26-29, 1990]},
pages = {918--924},
publisher = {Morgan Kaufmann},
year = {1990},
url = {http://papers.nips.cc/paper/314-second-order-properties-of-error-surfaces},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CunKS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/LeCunJBDGGHHH89,
author = {Yann LeCun and
Lawrence D. Jackel and
Bernhard E. Boser and
John S. Denker and
Hans Peter Graf and
Isabelle Guyon and
Don Henderson and
Richard E. Howard and
Wayne E. Hubbard},
title = {Handwritten digit recognition: applications of neural network chips
and automatic learning},
journal = {{IEEE} Commun. Mag.},
volume = {27},
number = {11},
pages = {41--46},
year = {1989},
url = {https://doi.org/10.1109/35.41400},
doi = {10.1109/35.41400},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cm/LeCunJBDGGHHH89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LeCunBDHHHJ89,
author = {Yann LeCun and
Bernhard E. Boser and
John S. Denker and
Donnie Henderson and
Richard E. Howard and
Wayne E. Hubbard and
Lawrence D. Jackel},
title = {Backpropagation Applied to Handwritten Zip Code Recognition},
journal = {Neural Comput.},
volume = {1},
number = {4},
pages = {541--551},
year = {1989},
url = {https://doi.org/10.1162/neco.1989.1.4.541},
doi = {10.1162/NECO.1989.1.4.541},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LeCunBDHHHJ89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nato/CunJBDGGHHH89,
author = {Yann LeCun and
Larry D. Jackel and
Bernhard E. Boser and
John S. Denker and
Hans Peter Graf and
Isabelle Guyon and
Donnie Henderson and
Richard E. Howard and
Wayne E. Hubbard},
editor = {Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Jeanny H{\'{e}}rault},
title = {Handwritten Digit Recognition: Applications of Neural Net Chips and
Automatic Learning},
booktitle = {Neurocomputing - Algorithms, Architectures and Applications, Proceedings
of the {NATO} Advanced Research Workshop on Neurocomputing Algorithms,
Architectures and Applications, Les Arcs, France, February 27 - March
3, 1989},
series = {{NATO} {ASI} Series},
volume = {68},
pages = {303--318},
publisher = {Springer},
year = {1989},
url = {https://doi.org/10.1007/978-3-642-76153-9\_35},
doi = {10.1007/978-3-642-76153-9\_35},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nato/CunJBDGGHHH89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CunBDHHHJ89,
author = {Yann LeCun and
Bernhard E. Boser and
John S. Denker and
Donnie Henderson and
Richard E. Howard and
Wayne E. Hubbard and
Lawrence D. Jackel},
editor = {David S. Touretzky},
title = {Handwritten Digit Recognition with a Back-Propagation Network},
booktitle = {Advances in Neural Information Processing Systems 2, {[NIPS} Conference,
Denver, Colorado, USA, November 27-30, 1989]},
pages = {396--404},
publisher = {Morgan Kaufmann},
year = {1989},
url = {http://papers.nips.cc/paper/293-handwritten-digit-recognition-with-a-back-propagation-network},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CunBDHHHJ89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CunDS89,
author = {Yann LeCun and
John S. Denker and
Sara A. Solla},
editor = {David S. Touretzky},
title = {Optimal Brain Damage},
booktitle = {Advances in Neural Information Processing Systems 2, {[NIPS} Conference,
Denver, Colorado, USA, November 27-30, 1989]},
pages = {598--605},
publisher = {Morgan Kaufmann},
year = {1989},
url = {http://papers.nips.cc/paper/250-optimal-brain-damage},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CunDS89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LeCun88,
author = {Yann LeCun},
title = {Using curvature information to improve back-propagation},
journal = {Neural Networks},
volume = {1},
number = {Supplement-1},
pages = {168--171},
year = {1988},
url = {https://doi.org/10.1016/0893-6080(88)90205-5},
doi = {10.1016/0893-6080(88)90205-5},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LeCun88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CunGH88,
author = {Yann LeCun and
Conrad C. Galland and
Geoffrey E. Hinton},
editor = {David S. Touretzky},
title = {{GEMINI:} Gradient Estimation Through Matrix Inversion After Noise
Injection},
booktitle = {Advances in Neural Information Processing Systems 1, {[NIPS} Conference,
Denver, Colorado, USA, 1988]},
pages = {141--148},
publisher = {Morgan Kaufmann},
year = {1988},
url = {http://papers.nips.cc/paper/122-gemini-gradient-estimation-through-matrix-inversion-after-noise-injection},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CunGH88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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