| 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 | 3344 | 2015 |
| Why does unsupervised pre-training help deep learning? D Erhan, Y Bengio, A Courville, PA Manzagol, P Vincent, S Bengio Journal of Machine Learning Research 11 (Feb), 625-660, 2010 | 2093 | 2010 |
| Understanding deep learning requires rethinking generalization C Zhang, S Bengio, M Hardt, B Recht, O Vinyals International Conference on Learning Representations (ICLR), 2017 | 1541 | 2017 |
| Adversarial examples in the physical world A Kurakin, I Goodfellow, S Bengio Workshop Track of the International Conference on Learning Representations …, 2017 | 1416 | 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 | 1369 | 2013 |
| SVMTorch: Support vector machines for large-scale regression problems R Collobert, S Bengio Journal of machine learning research 1 (Feb), 143-160, 2001 | 1098 | 2001 |
| Generating sentences from a continuous space SR Bowman, L Vilnis, O Vinyals, AM Dai, R Jozefowicz, S Bengio arXiv preprint arXiv:1511.06349, 2015 | 873 | 2015 |
| Adversarial machine learning at scale A Kurakin, I Goodfellow, S Bengio International Conference on Learning Representations (ICLR), 2017 | 785 | 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 | 773 | 2015 |
| Wsabie: Scaling up to large vocabulary image annotation J Weston, S Bengio, N Usunier Twenty-Second International Joint Conference on Artificial Intelligence, 2011 | 607 | 2011 |
| Density estimation using Real NVP L Dinh, J Sohl-Dickstein, S Bengio International Conference on Learning Representations (ICLR), 2017 | 593 | 2017 |
| 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 | 562 | 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 | 534 | 1996 |
| 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 | 518* | 2017 |
| Large scale online learning of image similarity through ranking G Chechik, V Sharma, U Shalit, S Bengio Journal of Machine Learning Research 11 (Mar), 1109-1135, 2010 | 504 | 2010 |
| 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 | 497 | 2014 |
| Torch: a modular machine learning software library R Collobert, S Bengio, J Mariéthoz Idiap, 2002 | 486 | 2002 |
| 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 | 443 | 2002 |
| Large scale image annotation: learning to rank with joint word-image embeddings J Weston, S Bengio, N Usunier Machine learning 81 (1), 21-35, 2010 | 415 | 2010 |
| 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 | 408 | 2016 |
Yoshua BengioProfessor, University of Montreal (Computer Sc. & Op. Res.), Mila, CIFAR, CRM, IVADO, REPARTI, GRSNCVerified email at mila.quebec
