• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 255 matches

• 2021
• 
  Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals:
  Understanding deep learning (still) requires rethinking generalization. Commun. ACM 64(3): 107-115 (2021)
• 
  Michael L. Iuzzolino, Michael C. Mozer, Samy Bengio:
  Training cascaded networks for speeded decisions using a temporal-difference loss. CoRR abs/2102.09808 (2021)
• 
  Yang Li, Si Si, Gang Li, Cho-Jui Hsieh, Samy Bengio:
  Learnable Fourier Features for Multi-DimensionalSpatial Positional Encoding. CoRR abs/2106.02795 (2021)
• 2020
• 
  Yiding Jiang, Behnam Neyshabur, Hossein Mobahi, Dilip Krishnan, Samy Bengio:
  Fantastic Generalization Measures and Where to Find Them. ICLR 2020
• 
  Aniruddh Raghu, Maithra Raghu, Samy Bengio, Oriol Vinyals:
  Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML. ICLR 2020
• 
  Chiyuan Zhang, Samy Bengio, Moritz Hardt, Michael C. Mozer, Yoram Singer:
  Identity Crisis: Memorization and Generalization Under Extreme Overparameterization. ICLR 2020
• 
  Yijie Guo, Jongwook Choi, Marcin Moczulski, Shengyu Feng, Samy Bengio, Mohammad Norouzi, Honglak Lee:
  Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards. NeurIPS 2020
• 
  Yang Li, Julien Amelot, Xin Zhou, Samy Bengio, Si Si:
  Auto Completion of User Interface Layout Design Using Transformer-Based Tree Decoders. CoRR abs/2001.05308 (2020)
• 
  Sara Hooker, Nyalleng Moorosi, Gregory Clark, Samy Bengio, Emily Denton:
  Characterising Bias in Compressed Models. CoRR abs/2010.03058 (2020)
• 
  Calvin Luo, Hossein Mobahi, Samy Bengio:
  Data Augmentation via Structured Adversarial Perturbations. CoRR abs/2011.03010 (2020)
• 
  Yiding Jiang, Pierre Foret, Scott Yak, Daniel M. Roy, Hossein Mobahi, Gintare Karolina Dziugaite, Samy Bengio, Suriya Gunasekar, Isabelle Guyon, Behnam Neyshabur:
  NeurIPS 2020 Competition: Predicting Generalization in Deep Learning. CoRR abs/2012.07976 (2020)
• 2019
• 
  Jan Chorowski, Ron J. Weiss, Samy Bengio, Aäron van den Oord:
  Unsupervised Speech Representation Learning Using WaveNet Autoencoders. IEEE ACM Trans. Audio Speech Lang. Process. 27(12): 2041-2053 (2019)
• 
  Zhourong Chen, Yang Li, Samy Bengio, Si Si:
  You Look Twice: GaterNet for Dynamic Filter Selection in CNNs. CVPR 2019: 9172-9180
• 
  Yiding Jiang, Dilip Krishnan, Hossein Mobahi, Samy Bengio:
  Predicting the Generalization Gap in Deep Networks with Margin Distributions. ICLR (Poster) 2019
• 
  Yang Li, Lukasz Kaiser, Samy Bengio, Si Si:
  Area Attention. ICML 2019: 3846-3855
• 
  Wei-Lin Chiang, Xuanqing Liu, Si Si, Yang Li, Samy Bengio, Cho-Jui Hsieh:
  Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks. KDD 2019: 257-266
• 
  Maithra Raghu, Chiyuan Zhang, Jon M. Kleinberg, Samy Bengio:
  Transfusion: Understanding Transfer Learning for Medical Imaging. NeurIPS 2019: 3342-3352
• 
  Jan Chorowski, Ron J. Weiss, Samy Bengio, Aäron van den Oord:
  Unsupervised speech representation learning using WaveNet autoencoders. CoRR abs/1901.08810 (2019)
• 
  Vighnesh Birodkar, Hossein Mobahi, Samy Bengio:
  Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need. CoRR abs/1901.11409 (2019)
• 
  Chiyuan Zhang, Samy Bengio, Yoram Singer:
  Are All Layers Created Equal? CoRR abs/1902.01996 (2019)
• 
  Chiyuan Zhang, Samy Bengio, Moritz Hardt, Yoram Singer:
  Identity Crisis: Memorization and Generalization under Extreme Overparameterization. CoRR abs/1902.04698 (2019)
• 
  Maithra Raghu, Chiyuan Zhang, Jon M. Kleinberg, Samy Bengio:
  Transfusion: Understanding Transfer Learning with Applications to Medical Imaging. CoRR abs/1902.07208 (2019)
• 
  Been Kim, Emily Reif, Martin Wattenberg, Samy Bengio:
  Do Neural Networks Show Gestalt Phenomena? An Exploration of the Law of Closure. CoRR abs/1903.01069 (2019)
• 
  Wei-Lin Chiang, Xuanqing Liu, Si Si, Yang Li, Samy Bengio, Cho-Jui Hsieh:
  Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks. CoRR abs/1905.07953 (2019)
• 
  Vighnesh Birodkar, Hossein Mobahi, Dilip Krishnan, Samy Bengio:
  A Closed-Form Learned Pooling for Deep Classification Networks. CoRR abs/1906.03808 (2019)
• 
  Daniel Duckworth, Arvind Neelakantan, Ben Goodrich, Lukasz Kaiser, Samy Bengio:
  Parallel Scheduled Sampling. CoRR abs/1906.04331 (2019)
• 
  Yijie Guo, Jongwook Choi, Marcin Moczulski, Samy Bengio, Mohammad Norouzi, Honglak Lee:
  Efficient Exploration with Self-Imitation Learning via Trajectory-Conditioned Policy. CoRR abs/1907.10247 (2019)
• 
  Aniruddh Raghu, Maithra Raghu, Samy Bengio, Oriol Vinyals:
  Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML. CoRR abs/1909.09157 (2019)
• 
  Yiding Jiang, Behnam Neyshabur, Hossein Mobahi, Dilip Krishnan, Samy Bengio:
  Fantastic Generalization Measures and Where to Find Them. CoRR abs/1912.02178 (2019)
• 2018
• 
  Ashish Vaswani, Samy Bengio, Eugene Brevdo, François Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Lukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit:
  Tensor2Tensor for Neural Machine Translation. AMTA (1) 2018: 193-199

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