Emmanuel Bengio
TitleCited byYear
Combining modality specific deep neural networks for emotion recognition in video
SE Kahou, C Pal, X Bouthillier, P Froumenty, Ç Gülçehre, R Memisevic, ...
Proceedings of the 15th ACM on International conference on multimodal …, 2013
2222013
A closer look at memorization in deep networks
D Arpit, S Jastrzębski, N Ballas, D Krueger, E Bengio, MS Kanwal, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
1882017
Conditional computation in neural networks for faster models
E Bengio, PL Bacon, J Pineau, D Precup
arXiv preprint arXiv:1511.06297, 2015
882015
Independently controllable features
V Thomas, J Pondard, E Bengio, M Sarfati, P Beaudoin, MJ Meurs, ...
arXiv preprint arXiv:1708.01289, 2017
212017
Deep Nets Don't Learn via Memorization
D Krueger, N Ballas, S Jastrzebski, D Arpit, MS Kanwal, T Maharaj, ...
212017
Disentangling the independently controllable factors of variation by interacting with the world
V Thomas, E Bengio, W Fedus, J Pondard, P Beaudoin, H Larochelle, ...
arXiv preprint arXiv:1802.09484, 2018
142018
Independently controllable factors
V Thomas, J Pondard, E Bengio, M Sarfati, P Beaudoin, MJ Meurs, ...
arXiv preprint arXiv:1708.01289, 2017
142017
Independently controllable features
E Bengio, V Thomas, J Pineau, D Precup, Y Bengio
arXiv preprint arXiv:1703.07718, 2017
112017
A closer look at memorization in deep networks
D Krueger, N Ballas, S Jastrzebski, D Arpit, MS Kanwal, T Maharaj, ...
International Conference on Machine Learning (ICML). https://arxiv. org/abs …, 2017
112017
World knowledge for reading comprehension: Rare entity prediction with hierarchical lstms using external descriptions
T Long, E Bengio, R Lowe, JCK Cheung, D Precup
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
52017
Deep conditional multi-task learning in atari
J Romoff, E Bengio, J Pineau
ICML 48, 2016
32016
Conditional computation in neural networks using a decision-theoretic approach
PL Bacon, E Bengio, J Pineau, D Precup
Proceedings of the 2nd Multidisciplinary Conference on Reinforcement …, 2015
22015
Attack and defence in cellular decision-making: lessons from machine learning
TJ Rademaker, E Bengio, P François
BioRxiv, 366724, 2019
12019
On Reinforcement Learning for Deep Neural Architectures: Conditional Computation with Stochastic Computation Policies
E Bengio
McGill University Libraries, 2017
12017
Handwritten Digits Classification
E Bengio, Y Wen, S Ruan
12016
Fooling the classifier: Ligand antagonism and adversarial examples
TJ Rademaker, E Bengio, P François
arXiv preprint arXiv:1807.04270, 2018
2018
On Reinforcement Learning for Deep Neural Architectures
E Bengio
2016
Physical Review X
TJ Rademaker, E Bengio, P François
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Articles 1–18