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Samy Bengio

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International Conference on Learning Representations, Neural Information Processing Systems, Computer Vision and Pattern Recognition, Conference on Computational Natural Language Learning, Communications of the ACM, Interspeech, Knowledge Discovery and Data Mining, Journal of machine learning research Show more
15
Role
Title
Level Year L/R
🐬 Show and tell: A neural image caption generator
O. Vinyals, Alexander Toshev, Samy Bengio, D. Erhan 		12 2014
12
🐬
🐢 Adversarial examples in the physical world
Alexey Kurakin, I. Goodfellow, Samy Bengio 		12 2016
12
🐢
🐬 Understanding deep learning requires rethinking generalization
Chiyuan Zhang, Samy Bengio, Moritz Hardt, B. Recht, O. Vinyals 		12 2016
12
🐬
🐢 Density estimation using Real NVP
Laurent Dinh, Jascha Narain Sohl-Dickstein, Samy Bengio 		11 2016
11
🐢
🐢 Adversarial Machine Learning at Scale
Alexey Kurakin, I. Goodfellow, Samy Bengio 		11 2016
11
🐢
🐜 DeViSE: A Deep Visual-Semantic Embedding Model
7 auth. Andrea Frome, G. Corrado, Jonathon Shlens, Samy Bengio, J. Dean, Marc'Aurelio Ranzato, ... Tomas Mikolov 		11 2013
11
🐜
🐢 Generating Sentences from a Continuous Space
Samuel R. Bowman, L. Vilnis, O. Vinyals, Andrew M. Dai, R. Józefowicz, Samy Bengio 		11 2015
11
🐢
🐬 Understanding deep learning (still) requires rethinking generalization
Chiyuan Zhang, Samy Bengio, Moritz Hardt, B. Recht, O. Vinyals 		11 2021
11
🐬
🦁 Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
Samy Bengio, O. Vinyals, N. Jaitly, Noam M. Shazeer 		10 2015
10
🦁
🐜 Tacotron: Towards End-to-End Speech Synthesis
14 auth. Yuxuan Wang, R. Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, N. Jaitly, Zongheng Yang, Y. Xiao, Z. Chen, Samy Bengio, ... Quoc V. Le, Yannis Agiomyrgiannakis, R. Clark, R. Saurous 		10 2017
10
🐜
🐢 Neural Combinatorial Optimization with Reinforcement Learning
Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, Samy Bengio 		10 2016
10
🐢
🐬 Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks
Wei-Lin Chiang, Xuanqing Liu, Si Si, Yang Li, Samy Bengio, Cho-Jui Hsieh 		10 2019
10
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🐢 SVMTorch: Support Vector Machines for Large-Scale Regression Problems
R. Collobert, Samy Bengio 		9 2001
9
🐢
🐢 Transfusion: Understanding Transfer Learning for Medical Imaging
M. Raghu, Chiyuan Zhang, J. Kleinberg, Samy Bengio 		9 2019
9
🐢
🐬 Order Matters: Sequence to sequence for sets
O. Vinyals, Samy Bengio, M. Kudlur 		9 2015
9
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