Samy Bengio
Samy Bengio
Research Scientist, Google Brain
Verified email at google.com - Homepage
TitleCited byYear
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
30862015
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
19562010
Understanding deep learning requires rethinking generalization
C Zhang, S Bengio, M Hardt, B Recht, O Vinyals
International Conference on Learning Representations (ICLR), 2017
13302017
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
12632013
Adversarial examples in the physical world
A Kurakin, I Goodfellow, S Bengio
Workshop Track of the International Conference on Learning Representations …, 2017
11832017
SVMTorch: Support vector machines for large-scale regression problems
R Collobert, S Bengio
Journal of machine learning research 1 (Feb), 143-160, 2001
10892001
Generating sentences from a continuous space
SR Bowman, L Vilnis, O Vinyals, AM Dai, R Jozefowicz, S Bengio
arXiv preprint arXiv:1511.06349, 2015
7772015
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
6972015
Adversarial machine learning at scale
A Kurakin, I Goodfellow, S Bengio
International Conference on Learning Representations (ICLR), 2017
6332017
Wsabie: Scaling up to large vocabulary image annotation
J Weston, S Bengio, N Usunier
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
5672011
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
5592003
The vehicle routing problem with time windows part II: genetic search
JY Potvin, S Bengio
INFORMS journal on Computing 8 (2), 165-172, 1996
5321996
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
4782010
Density estimation using Real NVP
L Dinh, J Sohl-Dickstein, S Bengio
International Conference on Learning Representations (ICLR), 2017
4752017
Torch: a modular machine learning software library
R Collobert, S Bengio, J Mariéthoz
Idiap, 2002
4722002
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
4502014
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
442*2017
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
4282002
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
4022010
Automatic analysis of multimodal group actions in meetings
L McCowan, D Gatica-Perez, S Bengio, G Lathoud, M Barnard, D Zhang
IEEE transactions on pattern analysis and machine intelligence 27 (3), 305-317, 2005
4002005
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Articles 1–20