Samy Bengio
Samy Bengio
Senior Director, Apple, AI and Machine Learning Research
Adresse e-mail validée de apple.com - Page d'accueil
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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
46042015
Understanding deep learning requires rethinking generalization
C Zhang, S Bengio, M Hardt, B Recht, O Vinyals
International Conference on Learning Representations (ICLR), 2017
27392017
Adversarial examples in the physical world
A Kurakin, I Goodfellow, S Bengio
Workshop Track of the International Conference on Learning Representations …, 2017
25842017
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
25542010
Devise: A deep visual-semantic embedding model
A Frome, G Corrado, J Shlens, S Bengio, J Dean, MA Ranzato, T Mikolov
19482013
Generating sentences from a continuous space
SR Bowman, L Vilnis, O Vinyals, AM Dai, R Jozefowicz, S Bengio
arXiv preprint arXiv:1511.06349, 2015
14612015
Adversarial machine learning at scale
A Kurakin, I Goodfellow, S Bengio
International Conference on Learning Representations (ICLR), 2017
14142017
Scheduled sampling for sequence prediction with recurrent neural networks
S Bengio, O Vinyals, N Jaitly, N Shazeer
arXiv preprint arXiv:1506.03099, 2015
12242015
SVMTorch: Support vector machines for large-scale regression problems
R Collobert, S Bengio
Journal of machine learning research 1 (Feb), 143-160, 2001
11662001
Density estimation using Real NVP
L Dinh, J Sohl-Dickstein, S Bengio
International Conference on Learning Representations (ICLR), 2017
11582017
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
952*2017
Wsabie: Scaling up to large vocabulary image annotation
J Weston, S Bengio, N Usunier
7592011
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
7062014
Large scale online learning of image similarity through ranking
G Chechik, V Sharma, U Shalit, S Bengio
6672010
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
6122016
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
5952003
The vehicle routing problem with time windows part II: genetic search
JY Potvin, S Bengio
INFORMS journal on Computing 8 (2), 165-172, 1996
5891996
Torch: a modular machine learning software library
R Collobert, S Bengio, J Mariéthoz
Idiap, 2002
5632002
Order matters: Sequence to sequence for sets
O Vinyals, S Bengio, M Kudlur
International Conference on Learning Representations (ICLR), 2016
5122016
Neural combinatorial optimization with reinforcement learning
I Bello, H Pham, QV Le, M Norouzi, S Bengio
Workshop Track of the International Conference on Learning Representations …, 2017
5032017
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