| Show and tell: A neural image caption generator O Vinyals, A Toshev, S Bengio, D Erhan Proceedings of the IEEE conference on computer vision and pattern …, 2015 | 3862 | 2015 |
| Why does unsupervised pre-training help deep learning? D Erhan, A Courville, Y Bengio, P Vincent Proceedings of the Thirteenth International Conference on Artificial …, 2010 | 2294 | 2010 |
| Understanding deep learning requires rethinking generalization C Zhang, S Bengio, M Hardt, B Recht, O Vinyals International Conference on Learning Representations (ICLR), 2017 | 2020 | 2017 |
| Adversarial examples in the physical world A Kurakin, I Goodfellow, S Bengio Workshop Track of the International Conference on Learning Representations …, 2017 | 1886 | 2017 |
| Devise: A deep visual-semantic embedding model A Frome, GS Corrado, J Shlens, S Bengio, J Dean, MA Ranzato, ... Advances in neural information processing systems, 2121-2129, 2013 | 1607 | 2013 |
| Generating sentences from a continuous space SR Bowman, L Vilnis, O Vinyals, AM Dai, R Jozefowicz, S Bengio arXiv preprint arXiv:1511.06349, 2015 | 1156 | 2015 |
| SVMTorch: Support vector machines for large-scale regression problems R Collobert, S Bengio Journal of machine learning research 1 (Feb), 143-160, 2001 | 1118 | 2001 |
| Adversarial machine learning at scale A Kurakin, I Goodfellow, S Bengio International Conference on Learning Representations (ICLR), 2017 | 1038 | 2017 |
| Scheduled sampling for sequence prediction with recurrent neural networks S Bengio, O Vinyals, N Jaitly, N Shazeer Advances in Neural Information Processing Systems, 1171-1179, 2015 | 967 | 2015 |
| Density estimation using Real NVP L Dinh, J Sohl-Dickstein, S Bengio International Conference on Learning Representations (ICLR), 2017 | 835 | 2017 |
| Wsabie: Scaling up to large vocabulary image annotation J Weston, S Bengio, N Usunier | 681 | 2011 |
| Tacotron: Towards end-to-end speech synthesis Y Wang, RJ Skerry-Ryan, D Stanton, Y Wu, RJ Weiss, N Jaitly, Z Yang, ... arXiv preprint arXiv:1703.10135, 2017 | 677* | 2017 |
| Zero-shot learning by convex combination of semantic embeddings M Norouzi, T Mikolov, S Bengio, Y Singer, J Shlens, A Frome, GS Corrado, ... International Conference on Learning Representations (ICLR), 2014 | 583 | 2014 |
| Large Scale Online Learning of Image Similarity Through Ranking. G Chechik, V Sharma, U Shalit, S Bengio Journal of Machine Learning Research 11 (3), 2010 | 579 | 2010 |
| The BANCA database and evaluation protocol E Bailly-Bailliére, S Bengio, F Bimbot, M Hamouz, J Kittler, J Mariéthoz, ... International conference on Audio-and video-based biometric person …, 2003 | 570 | 2003 |
| The vehicle routing problem with time windows part II: genetic search JY Potvin, S Bengio INFORMS journal on Computing 8 (2), 165-172, 1996 | 558 | 1996 |
| Torch: a modular machine learning software library R Collobert, S Bengio, J Mariéthoz Idiap, 2002 | 522 | 2002 |
| Show and tell: Lessons learned from the 2015 mscoco image captioning challenge O Vinyals, A Toshev, S Bengio, D Erhan IEEE transactions on pattern analysis and machine intelligence 39 (4), 652-663, 2016 | 503 | 2016 |
| A parallel mixture of SVMs for very large scale problems R Collobert, S Bengio, Y Bengio Advances in Neural Information Processing Systems, 633-640, 2002 | 462 | 2002 |
| The difficulty of training deep architectures and the effect of unsupervised pre-training D Erhan, PA Manzagol, Y Bengio, S Bengio, P Vincent Artificial Intelligence and Statistics, 153-160, 2009 | 442 | 2009 |
Oriol VinyalsResearch Scientist at Google DeepMindVerified email at google.com
