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Samy Bengio
Samy Bengio
Senior Director, AI and Machine Learning Research, Apple
Geverifieerd e-mailadres voor apple.com - Homepage
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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
65072015
Understanding deep learning requires rethinking generalization
C Zhang, S Bengio, M Hardt, B Recht, O Vinyals
International Conference on Learning Representations (ICLR), 2017
5315*2017
Adversarial examples in the physical world
A Kurakin, I Goodfellow, S Bengio
Workshop Track of the International Conference on Learning Representations …, 2017
49292017
Why does unsupervised pre-training help deep learning?
D Erhan, A Courville, Y Bengio, PA Manzagol, P Vincent, S Bengio
Proceedings of the thirteenth international conference on artificial …, 2010
32662010
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 26, 2013
28332013
Adversarial machine learning at scale
A Kurakin, I Goodfellow, S Bengio
International Conference on Learning Representations (ICLR), 2017
27662017
Density estimation using Real NVP
L Dinh, J Sohl-Dickstein, S Bengio
International Conference on Learning Representations (ICLR), 2017
27072017
Generating sentences from a continuous space
SR Bowman, L Vilnis, O Vinyals, AM Dai, R Jozefowicz, S Bengio
SIGNLL Conference on Computational Natural Language Learning, CONLL, 2016, 2015
23452015
Scheduled sampling for sequence prediction with recurrent neural networks
S Bengio, O Vinyals, N Jaitly, N Shazeer
Advances in neural information processing systems 28, 2015
19072015
Tacotron: Towards end-to-end speech synthesis
Y Wang, RJ Skerry-Ryan, D Stanton, Y Wu, RJ Weiss, N Jaitly, Z Yang, ...
Interspeech, 2017, 2017
1871*2017
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
12672017
SVMTorch: Support vector machines for large-scale regression problems
R Collobert, S Bengio
Journal of machine learning research 1 (Feb), 143-160, 2001
12182001
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
9962014
Order matters: Sequence to sequence for sets
O Vinyals, S Bengio, M Kudlur
International Conference on Learning Representations (ICLR), 2016
9322016
Transfusion: Understanding transfer learning for medical imaging
M Raghu, C Zhang, J Kleinberg, S Bengio
Advances in neural information processing systems 32, 2019
9302019
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
9212016
Wsabie: Scaling up to large vocabulary image annotation
J Weston, S Bengio, N Usunier
9112011
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
8992010
Cluster-gcn: An efficient algorithm for training deep and large graph convolutional networks
WL Chiang, X Liu, S Si, Y Li, S Bengio, CJ Hsieh
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
8542019
Revisiting distributed synchronous SGD
J Chen, X Pan, R Monga, S Bengio, R Jozefowicz
Workshop Track of the International Conference on Learning Representations …, 2016
7702016
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