Emmanuel Bengio
Title
Cited by
Cited by
Year
A closer look at memorization in deep networks
D Arpit, S Jastrzębski, N Ballas, D Krueger, E Bengio, MS Kanwal, ...
International Conference on Machine Learning, 233-242, 2017
7142017
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
3182013
Conditional computation in neural networks for faster models
E Bengio, PL Bacon, J Pineau, D Precup
arXiv preprint arXiv:1511.06297, 2015
2022015
Independently controllable factors
V Thomas, J Pondard, E Bengio, M Sarfati, P Beaudoin, MJ Meurs, ...
arXiv preprint arXiv:1708.01289, 2017
762017
Deep nets don't learn via memorization
D Krueger, N Ballas, S Jastrzebski, D Arpit, MS Kanwal, T Maharaj, ...
502017
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
442018
Independently controllable features
E Bengio, V Thomas, J Pineau, D Precup, Y Bengio
arXiv preprint arXiv:1703.07718, 2017
292017
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
262017
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) 5, 2017
152017
Interference and generalization in temporal difference learning
E Bengio, J Pineau, D Precup
International Conference on Machine Learning, 767-777, 2020
112020
Deep conditional multi-task learning in atari
J Romoff, E Bengio, J Pineau
Proc. ICML 48, 1-5, 2016
52016
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
52015
Attack and defense in cellular decision-making: lessons from machine learning
TJ Rademaker, E Bengio, P François
Physical Review X 9 (3), 031012, 2019
42019
TDprop: Does Adaptive Optimization With Jacobi Preconditioning Help Temporal Difference Learning?
J Romoff, P Henderson, D Kanaa, E Bengio, A Touati, PL Bacon, J Pineau
Proceedings of the 20th International Conference on Autonomous Agents and …, 2021
2*2021
On Reinforcement Learning for Deep Neural Architectures: Conditional Computation with Stochastic Computation Policies
E Bengio
McGill University (Canada), 2017
22017
Correcting Momentum in Temporal Difference Learning
E Bengio, J Pineau, D Precup
arXiv preprint arXiv:2106.03955, 2021
12021
Fooling the classifier: Ligand antagonism and adversarial examples
TJ Rademaker, E Bengio, P François
bioRxiv, 366724, 2018
12018
Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation
E Bengio, M Jain, M Korablyov, D Precup, Y Bengio
arXiv preprint arXiv:2106.04399, 2021
2021
Assessing Generalization in TD methods for Deep Reinforcement Learning
E Bengio, D Precup, J Pineau
2019
On Reinforcement Learning for Deep Neural Architectures
E Bengio
2016
The system can't perform the operation now. Try again later.
Articles 1–20