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ORCIDBibTeX records: Le Hou
@article{DBLP:journals/corr/abs-2401-05654,
author = {Tao Tu and
Anil Palepu and
Mike Schaekermann and
Khaled Saab and
Jan Freyberg and
Ryutaro Tanno and
Amy Wang and
Brenna Li and
Mohamed Amin and
Nenad Tomasev and
Shekoofeh Azizi and
Karan Singhal and
Yong Cheng and
Le Hou and
Albert Webson and
Kavita Kulkarni and
S. Sara Mahdavi and
Christopher Semturs and
Juraj Gottweis and
Joelle K. Barral and
Katherine Chou and
Gregory S. Corrado and
Yossi Matias and
Alan Karthikesalingam and
Vivek Natarajan},
title = {Towards Conversational Diagnostic {AI}},
journal = {CoRR},
volume = {abs/2401.05654},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05654},
doi = {10.48550/ARXIV.2401.05654},
eprinttype = {arXiv},
eprint = {2401.05654},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02658,
author = {Zihan Wang and
Yunxuan Li and
Yuexin Wu and
Liangchen Luo and
Le Hou and
Hongkun Yu and
Jingbo Shang},
title = {Multi-step Problem Solving Through a Verifier: An Empirical Analysis
on Model-induced Process Supervision},
journal = {CoRR},
volume = {abs/2402.02658},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02658},
doi = {10.48550/ARXIV.2402.02658},
eprinttype = {arXiv},
eprint = {2402.02658},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01106,
author = {Chiyu Zhang and
Honglong Cai and
Yuezhang Li and
Yuexin Wu and
Le Hou and
Muhammad Abdul{-}Mageed},
title = {Distilling Text Style Transfer With Self-Explanation From LLMs},
journal = {CoRR},
volume = {abs/2403.01106},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01106},
doi = {10.48550/ARXIV.2403.01106},
eprinttype = {arXiv},
eprint = {2403.01106},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WeiHLCHTCLZ0L23,
author = {Jerry W. Wei and
Le Hou and
Andrew K. Lampinen and
Xiangning Chen and
Da Huang and
Yi Tay and
Xinyun Chen and
Yifeng Lu and
Denny Zhou and
Tengyu Ma and
Quoc V. Le},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Symbol tuning improves in-context learning in language models},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {968--979},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.61},
doi = {10.18653/V1/2023.EMNLP-MAIN.61},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WeiHLCHTCLZ0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0001GHW00023,
author = {Jiaxin Huang and
Shixiang Gu and
Le Hou and
Yuexin Wu and
Xuezhi Wang and
Hongkun Yu and
Jiawei Han},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Large Language Models Can Self-Improve},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {1051--1068},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.67},
doi = {10.18653/V1/2023.EMNLP-MAIN.67},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0001GHW00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0003WLLHYLJ23,
author = {Ziqi Wang and
Yuexin Wu and
Frederick Liu and
Daogao Liu and
Le Hou and
Hongkun Yu and
Jing Li and
Heng Ji},
title = {Augmentation with Projection: Towards an Effective and Efficient Data
Augmentation Paradigm for Distillation},
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/pdf?id=kPPVmUF6bM\_},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/0003WLLHYLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhouSHWS0SCBLC23,
author = {Denny Zhou and
Nathanael Sch{\"{a}}rli and
Le Hou and
Jason Wei and
Nathan Scales and
Xuezhi Wang and
Dale Schuurmans and
Claire Cui and
Olivier Bousquet and
Quoc V. Le and
Ed H. Chi},
title = {Least-to-Most Prompting Enables Complex Reasoning in Large Language
Models},
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/pdf?id=WZH7099tgfM},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhouSHWS0SCBLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LongpreHVWCTZLZ23,
author = {Shayne Longpre and
Le Hou and
Tu Vu and
Albert Webson and
Hyung Won Chung and
Yi Tay and
Denny Zhou and
Quoc V. Le and
Barret Zoph and
Jason Wei and
Adam Roberts},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {The Flan Collection: Designing Data and Methods for Effective Instruction
Tuning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {22631--22648},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/longpre23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/LongpreHVWCTZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/0004HHSGS23,
author = {Vu Nguyen and
Prantik Howlader and
Le Hou and
Dimitris Samaras and
Rajarsi R. Gupta and
Joel H. Saltz},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Few Shot Hematopoietic Cell Classification},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1085--1103},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/nguyen24a.html},
timestamp = {Tue, 20 Feb 2024 17:19:52 +0100},
biburl = {https://dblp.org/rec/conf/midl/0004HHSGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13688,
author = {Shayne Longpre and
Le Hou and
Tu Vu and
Albert Webson and
Hyung Won Chung and
Yi Tay and
Denny Zhou and
Quoc V. Le and
Barret Zoph and
Jason Wei and
Adam Roberts},
title = {The Flan Collection: Designing Data and Methods for Effective Instruction
Tuning},
journal = {CoRR},
volume = {abs/2301.13688},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13688},
doi = {10.48550/ARXIV.2301.13688},
eprinttype = {arXiv},
eprint = {2301.13688},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08298,
author = {Jerry W. Wei and
Le Hou and
Andrew K. Lampinen and
Xiangning Chen and
Da Huang and
Yi Tay and
Xinyun Chen and
Yifeng Lu and
Denny Zhou and
Tengyu Ma and
Quoc V. Le},
title = {Symbol tuning improves in-context learning in language models},
journal = {CoRR},
volume = {abs/2305.08298},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08298},
doi = {10.48550/ARXIV.2305.08298},
eprinttype = {arXiv},
eprint = {2305.08298},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09617,
author = {Karan Singhal and
Tao Tu and
Juraj Gottweis and
Rory Sayres and
Ellery Wulczyn and
Le Hou and
Kevin Clark and
Stephen Pfohl and
Heather Cole{-}Lewis and
Darlene Neal and
Mike Schaekermann and
Amy Wang and
Mohamed Amin and
Sami Lachgar and
Philip Andrew Mansfield and
Sushant Prakash and
Bradley Green and
Ewa Dominowska and
Blaise Ag{\"{u}}era y Arcas and
Nenad Tomasev and
Yun Liu and
Renee Wong and
Christopher Semturs and
S. Sara Mahdavi and
Joelle K. Barral and
Dale R. Webster and
Gregory S. Corrado and
Yossi Matias and
Shekoofeh Azizi and
Alan Karthikesalingam and
Vivek Natarajan},
title = {Towards Expert-Level Medical Question Answering with Large Language
Models},
journal = {CoRR},
volume = {abs/2305.09617},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09617},
doi = {10.48550/ARXIV.2305.09617},
eprinttype = {arXiv},
eprint = {2305.09617},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14705,
author = {Sheng Shen and
Le Hou and
Yanqi Zhou and
Nan Du and
Shayne Longpre and
Jason Wei and
Hyung Won Chung and
Barret Zoph and
William Fedus and
Xinyun Chen and
Tu Vu and
Yuexin Wu and
Wuyang Chen and
Albert Webson and
Yunxuan Li and
Vincent Y. Zhao and
Hongkun Yu and
Kurt Keutzer and
Trevor Darrell and
Denny Zhou},
title = {Flan-MoE: Scaling Instruction-Finetuned Language Models with Sparse
Mixture of Experts},
journal = {CoRR},
volume = {abs/2305.14705},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14705},
doi = {10.48550/ARXIV.2305.14705},
eprinttype = {arXiv},
eprint = {2305.14705},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00898,
author = {Ziqi Wang and
Le Hou and
Tianjian Lu and
Yuexin Wu and
Yunxuan Li and
Hongkun Yu and
Heng Ji},
title = {Enable Language Models to Implicitly Learn Self-Improvement From Data},
journal = {CoRR},
volume = {abs/2310.00898},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00898},
doi = {10.48550/ARXIV.2310.00898},
eprinttype = {arXiv},
eprint = {2310.00898},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07911,
author = {Jeffrey Zhou and
Tianjian Lu and
Swaroop Mishra and
Siddhartha Brahma and
Sujoy Basu and
Yi Luan and
Denny Zhou and
Le Hou},
title = {Instruction-Following Evaluation for Large Language Models},
journal = {CoRR},
volume = {abs/2311.07911},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07911},
doi = {10.48550/ARXIV.2311.07911},
eprinttype = {arXiv},
eprint = {2311.07911},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00164,
author = {Daniel McDuff and
Mike Schaekermann and
Tao Tu and
Anil Palepu and
Amy Wang and
Jake Garrison and
Karan Singhal and
Yash Sharma and
Shekoofeh Azizi and
Kavita Kulkarni and
Le Hou and
Yong Cheng and
Yun Liu and
S. Sara Mahdavi and
Sushant Prakash and
Anupam Pathak and
Christopher Semturs and
Shwetak N. Patel and
Dale R. Webster and
Ewa Dominowska and
Juraj Gottweis and
Joelle K. Barral and
Katherine Chou and
Gregory S. Corrado and
Yossi Matias and
Jake Sunshine and
Alan Karthikesalingam and
Vivek Natarajan},
title = {Towards Accurate Differential Diagnosis with Large Language Models},
journal = {CoRR},
volume = {abs/2312.00164},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00164},
doi = {10.48550/ARXIV.2312.00164},
eprinttype = {arXiv},
eprint = {2312.00164},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HouPZWSSZ22,
author = {Le Hou and
Richard Yuanzhe Pang and
Tianyi Zhou and
Yuexin Wu and
Xinying Song and
Xiaodan Song and
Denny Zhou},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Token Dropping for Efficient {BERT} Pretraining},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {3774--3784},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.262},
doi = {10.18653/V1/2022.ACL-LONG.262},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HouPZWSSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13240,
author = {Le Hou and
Richard Yuanzhe Pang and
Tianyi Zhou and
Yuexin Wu and
Xinying Song and
Xiaodan Song and
Denny Zhou},
title = {Token Dropping for Efficient {BERT} Pretraining},
journal = {CoRR},
volume = {abs/2203.13240},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13240},
doi = {10.48550/ARXIV.2203.13240},
eprinttype = {arXiv},
eprint = {2203.13240},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10625,
author = {Denny Zhou and
Nathanael Sch{\"{a}}rli and
Le Hou and
Jason Wei and
Nathan Scales and
Xuezhi Wang and
Dale Schuurmans and
Olivier Bousquet and
Quoc Le and
Ed H. Chi},
title = {Least-to-Most Prompting Enables Complex Reasoning in Large Language
Models},
journal = {CoRR},
volume = {abs/2205.10625},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10625},
doi = {10.48550/ARXIV.2205.10625},
eprinttype = {arXiv},
eprint = {2205.10625},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11416,
author = {Hyung Won Chung and
Le Hou and
Shayne Longpre and
Barret Zoph and
Yi Tay and
William Fedus and
Eric Li and
Xuezhi Wang and
Mostafa Dehghani and
Siddhartha Brahma and
Albert Webson and
Shixiang Shane Gu and
Zhuyun Dai and
Mirac Suzgun and
Xinyun Chen and
Aakanksha Chowdhery and
Sharan Narang and
Gaurav Mishra and
Adams Yu and
Vincent Y. Zhao and
Yanping Huang and
Andrew M. Dai and
Hongkun Yu and
Slav Petrov and
Ed H. Chi and
Jeff Dean and
Jacob Devlin and
Adam Roberts and
Denny Zhou and
Quoc V. Le and
Jason Wei},
title = {Scaling Instruction-Finetuned Language Models},
journal = {CoRR},
volume = {abs/2210.11416},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11416},
doi = {10.48550/ARXIV.2210.11416},
eprinttype = {arXiv},
eprint = {2210.11416},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11610,
author = {Jiaxin Huang and
Shixiang Shane Gu and
Le Hou and
Yuexin Wu and
Xuezhi Wang and
Hongkun Yu and
Jiawei Han},
title = {Large Language Models Can Self-Improve},
journal = {CoRR},
volume = {abs/2210.11610},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11610},
doi = {10.48550/ARXIV.2210.11610},
eprinttype = {arXiv},
eprint = {2210.11610},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11768,
author = {Ziqi Wang and
Yuexin Wu and
Frederick Liu and
Daogao Liu and
Le Hou and
Hongkun Yu and
Jing Li and
Heng Ji},
title = {Augmentation with Projection: Towards an Effective and Efficient Data
Augmentation Paradigm for Distillation},
journal = {CoRR},
volume = {abs/2210.11768},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11768},
doi = {10.48550/ARXIV.2210.11768},
eprinttype = {arXiv},
eprint = {2210.11768},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HouVHS21,
author = {Le Hou and
Tom{\'{a}}s F. Yago Vicente and
Minh Hoai and
Dimitris Samaras},
title = {Large Scale Shadow Annotation and Detection Using Lazy Annotation
and Stacked CNNs},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {4},
pages = {1337--1351},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2019.2948011},
doi = {10.1109/TPAMI.2019.2948011},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/HouVHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03848,
author = {Shuo Yang and
Le Hou and
Xiaodan Song and
Qiang Liu and
Denny Zhou},
title = {Speeding up Deep Model Training by Sharing Weights and Then Unsharing},
journal = {CoRR},
volume = {abs/2110.03848},
year = {2021},
url = {https://arxiv.org/abs/2110.03848},
eprinttype = {arXiv},
eprint = {2110.03848},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/AbousamraFHZGKE20,
author = {Shahira Abousamra and
Danielle Fassler and
Le Hou and
Yuwei Zhang and
Rajarsi Gupta and
Tahsin M. Kur{\c{c}} and
Luisa F. Escobar{-}Hoyos and
Dimitris Samaras and
Beatrice Knudson and
Kenneth Shroyer and
Joel H. Saltz and
Chao Chen},
title = {Weakly-Supervised Deep Stain Decomposition for Multiplex {IHC} Images},
booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2020, Iowa City, IA, USA, April 3-7, 2020},
pages = {481--485},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISBI45749.2020.9098652},
doi = {10.1109/ISBI45749.2020.9098652},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/AbousamraFHZGKE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07913,
author = {Le Hou and
Rajarsi Gupta and
John S. Van Arnam and
Yuwei Zhang and
Kaustubh Sivalenka and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Joel H. Saltz},
title = {Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology
Images of 10 Cancer Types},
journal = {CoRR},
volume = {abs/2002.07913},
year = {2020},
url = {https://arxiv.org/abs/2002.07913},
eprinttype = {arXiv},
eprint = {2002.07913},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02436,
author = {Noam Shazeer and
Zhenzhong Lan and
Youlong Cheng and
Nan Ding and
Le Hou},
title = {Talking-Heads Attention},
journal = {CoRR},
volume = {abs/2003.02436},
year = {2020},
url = {https://arxiv.org/abs/2003.02436},
eprinttype = {arXiv},
eprint = {2003.02436},
timestamp = {Wed, 24 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HouNKSKZGGCFS19,
author = {Le Hou and
Vu Nguyen and
Ariel B. Kanevsky and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Tianhao Zhao and
Rajarsi R. Gupta and
Yi Gao and
Wenjin Chen and
David J. Foran and
Joel H. Saltz},
title = {Sparse autoencoder for unsupervised nucleus detection and representation
in histopathology images},
journal = {Pattern Recognit.},
volume = {86},
pages = {188--200},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2018.09.007},
doi = {10.1016/J.PATCOG.2018.09.007},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/HouNKSKZGGCFS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/PattonASSJYSPRL19,
author = {Robert M. Patton and
Shahira Abousamra and
Dimitris Samaras and
Joel H. Saltz and
J. Travis Johnston and
Steven R. Young and
Catherine D. Schuman and
Thomas E. Potok and
Derek C. Rose and
Seung{-}Hwan Lim and
Junghoon Chae and
Le Hou},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Exascale Deep Learning to Accelerate Cancer Research},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {1488--1496},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006467},
doi = {10.1109/BIGDATA47090.2019.9006467},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/PattonASSJYSPRL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/KurcSGHLABBDLWB19,
author = {Tahsin M. Kur{\c{c}} and
Ashish Sharma and
Rajarsi Gupta and
Le Hou and
Han Le and
Shahira Abousamra and
Erich Bremer and
Ryan Birmingham and
Tammy Diprima and
Nan Li and
Feiqiao Wang and
Joseph Balsamo and
Whitney Bremer and
Dimitris Samaras and
Joel H. Saltz},
editor = {Alessandro Crimi and
Spyridon Bakas},
title = {From Whole Slide Tissues to Knowledge: Mapping Sub-cellular Morphology
of Cancer},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 5th International Workshop, BrainLes 2019, Held in Conjunction
with {MICCAI} 2019, Shenzhen, China, October 17, 2019, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11993},
pages = {371--379},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46643-5\_37},
doi = {10.1007/978-3-030-46643-5\_37},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/brainles-ws/KurcSGHLABBDLWB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HouASKGS19,
author = {Le Hou and
Ayush Agarwal and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Rajarsi R. Gupta and
Joel H. Saltz},
title = {Robust Histopathology Image Analysis: To Label or to Synthesize?},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {8533--8542},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Hou\_Robust\_Histopathology\_Image\_Analysis\_To\_Label\_or\_to\_Synthesize\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00873},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HouASKGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RobinsonHMSCDJ19,
author = {Caleb Robinson and
Le Hou and
Kolya Malkin and
Rachel Soobitsky and
Jacob Czawlytko and
Bistra Dilkina and
Nebojsa Jojic},
title = {Large Scale High-Resolution Land Cover Mapping With Multi-Resolution
Data},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {12726--12735},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Robinson\_Large\_Scale\_High-Resolution\_Land\_Cover\_Mapping\_With\_Multi-Resolution\_Data\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01301},
timestamp = {Mon, 20 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RobinsonHMSCDJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MalkinRHSCSSJJ19,
author = {Kolya Malkin and
Caleb Robinson and
Le Hou and
Rachel Soobitsky and
Jacob Czawlytko and
Dimitris Samaras and
Joel H. Saltz and
Lucas Joppa and
Nebojsa Jojic},
title = {Label super-resolution 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=rkxwShA9Ym},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MalkinRHSCSSJJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04429,
author = {Maozheng Zhao and
Le Hou and
Han Le and
Dimitris Samaras and
Nebojsa Jojic and
Danielle Fassler and
Tahsin M. Kur{\c{c}} and
Rajarsi R. Gupta and
Kolya Malkin and
Shahira Abousamra and
Kenneth Shroyer and
Joel H. Saltz},
title = {Label Super Resolution with Inter-Instance Loss},
journal = {CoRR},
volume = {abs/1904.04429},
year = {2019},
url = {http://arxiv.org/abs/1904.04429},
eprinttype = {arXiv},
eprint = {1904.04429},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10841,
author = {Han Le and
Rajarsi R. Gupta and
Le Hou and
Shahira Abousamra and
Danielle Fassler and
Tahsin M. Kur{\c{c}} and
Dimitris Samaras and
Rebecca Batiste and
Tianhao Zhao and
Alison L. Van Dyke and
Ashish Sharma and
Erich Bremer and
Jonas S. Almeida and
Joel H. Saltz},
title = {Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions
of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer},
journal = {CoRR},
volume = {abs/1905.10841},
year = {2019},
url = {http://arxiv.org/abs/1905.10841},
eprinttype = {arXiv},
eprint = {1905.10841},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03960,
author = {Shahira Abousamra and
Le Hou and
Rajarsi R. Gupta and
Chao Chen and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Rebecca Batiste and
Tianhao Zhao and
Kenneth Shroyer and
Joel H. Saltz},
title = {Learning from Thresholds: Fully Automated Classification of Tumor
Infiltrating Lymphocytes for Multiple Cancer Types},
journal = {CoRR},
volume = {abs/1907.03960},
year = {2019},
url = {http://arxiv.org/abs/1907.03960},
eprinttype = {arXiv},
eprint = {1907.03960},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03108,
author = {Le Hou and
Youlong Cheng and
Noam Shazeer and
Niki Parmar and
Yeqing Li and
Panagiotis Korfiatis and
Travis M. Drucker and
Daniel J. Blezek and
Xiaodan Song},
title = {High Resolution Medical Image Analysis with Spatial Partitioning},
journal = {CoRR},
volume = {abs/1909.03108},
year = {2019},
url = {http://arxiv.org/abs/1909.03108},
eprinttype = {arXiv},
eprint = {1909.03108},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12291,
author = {Robert M. Patton and
J. Travis Johnston and
Steven R. Young and
Catherine D. Schuman and
Thomas E. Potok and
Derek C. Rose and
Seung{-}Hwan Lim and
Junghoon Chae and
Le Hou and
Shahira Abousamra and
Dimitris Samaras and
Joel H. Saltz},
title = {Exascale Deep Learning to Accelerate Cancer Research},
journal = {CoRR},
volume = {abs/1909.12291},
year = {2019},
url = {http://arxiv.org/abs/1909.12291},
eprinttype = {arXiv},
eprint = {1909.12291},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HouSKGS17,
author = {Le Hou and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Yi Gao and
Joel H. Saltz},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {ConvNets with Smooth Adaptive Activation Functions for Regression},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {430--439},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/hou17a.html},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/HouSKGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/MurthyHSKS17,
author = {Veda Murthy and
Le Hou and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Joel H. Saltz},
title = {Center-Focusing Multi-task {CNN} with Injected Features for Classification
of Glioma Nuclear Images},
booktitle = {2017 {IEEE} Winter Conference on Applications of Computer Vision,
{WACV} 2017, Santa Rosa, CA, USA, March 24-31, 2017},
pages = {834--841},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/WACV.2017.98},
doi = {10.1109/WACV.2017.98},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/MurthyHSKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouNSKGZS17,
author = {Le Hou and
Vu Nguyen and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Yi Gao and
Tianhao Zhao and
Joel H. Saltz},
title = {Sparse Autoencoder for Unsupervised Nucleus Detection and Representation
in Histopathology Images},
journal = {CoRR},
volume = {abs/1704.00406},
year = {2017},
url = {http://arxiv.org/abs/1704.00406},
eprinttype = {arXiv},
eprint = {1704.00406},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HouNSKGZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-05021,
author = {Le Hou and
Ayush Agarwal and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Rajarsi R. Gupta and
Joel H. Saltz},
title = {Unsupervised Histopathology Image Synthesis},
journal = {CoRR},
volume = {abs/1712.05021},
year = {2017},
url = {http://arxiv.org/abs/1712.05021},
eprinttype = {arXiv},
eprint = {1712.05021},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-05021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HouSKGDS16,
author = {Le Hou and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Yi Gao and
James E. Davis and
Joel H. Saltz},
title = {Patch-Based Convolutional Neural Network for Whole Slide Tissue Image
Classification},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {2424--2433},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.266},
doi = {10.1109/CVPR.2016.266},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HouSKGDS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/VicenteHYHS16,
author = {Tom{\'{a}}s F. Yago Vicente and
Le Hou and
Chen{-}Ping Yu and
Minh Hoai and
Dimitris Samaras},
editor = {Bastian Leibe and
Jiri Matas and
Nicu Sebe and
Max Welling},
title = {Large-Scale Training of Shadow Detectors with Noisily-Annotated Shadow
Examples},
booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam,
The Netherlands, October 11-14, 2016, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {9910},
pages = {816--832},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46466-4\_49},
doi = {10.1007/978-3-319-46466-4\_49},
timestamp = {Tue, 21 Mar 2023 20:52:16 +0100},
biburl = {https://dblp.org/rec/conf/eccv/VicenteHYHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouSKGS16,
author = {Le Hou and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Yi Gao and
Joel H. Saltz},
title = {Neural Networks with Smooth Adaptive Activation Functions for Regression},
journal = {CoRR},
volume = {abs/1608.06557},
year = {2016},
url = {http://arxiv.org/abs/1608.06557},
eprinttype = {arXiv},
eprint = {1608.06557},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HouSKGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouYS16,
author = {Le Hou and
Chen{-}Ping Yu and
Dimitris Samaras},
title = {Squared Earth Mover's Distance-based Loss for Training Deep Neural
Networks},
journal = {CoRR},
volume = {abs/1611.05916},
year = {2016},
url = {http://arxiv.org/abs/1611.05916},
eprinttype = {arXiv},
eprint = {1611.05916},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HouYS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MurthyHSKS16,
author = {Veda Murthy and
Le Hou and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Joel H. Saltz},
title = {Center-Focusing Multi-task {CNN} with Injected Features for Classification
of Glioma Nuclear Images},
journal = {CoRR},
volume = {abs/1612.06825},
year = {2016},
url = {http://arxiv.org/abs/1612.06825},
eprinttype = {arXiv},
eprint = {1612.06825},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MurthyHSKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouSKGDS15,
author = {Le Hou and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Yi Gao and
James E. Davis and
Joel H. Saltz},
title = {Efficient Multiple Instance Convolutional Neural Networks for Gigapixel
Resolution Image Classification},
journal = {CoRR},
volume = {abs/1504.07947},
year = {2015},
url = {http://arxiv.org/abs/1504.07947},
eprinttype = {arXiv},
eprint = {1504.07947},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HouSKGDS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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