Xavier Bouthillier
Xavier Bouthillier
Verified email at umontreal.ca
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
2142013
Emonets: Multimodal deep learning approaches for emotion recognition in video
SE Kahou, X Bouthillier, P Lamblin, C Gulcehre, V Michalski, K Konda, ...
Journal on Multimodal User Interfaces 10 (2), 99-111, 2016
2042016
Dropout as data augmentation
X Bouthillier, K Konda, P Vincent, R Memisevic
arXiv preprint arXiv:1506.08700, 2015
352015
Efficient exact gradient update for training deep networks with very large sparse targets
P Vincent, A De Brébisson, X Bouthillier
Advances in Neural Information Processing Systems, 1108-1116, 2015
332015
Fast approximate natural gradient descent in a kronecker factored eigenbasis
T George, C Laurent, X Bouthillier, N Ballas, P Vincent
Advances in Neural Information Processing Systems, 9550-9560, 2018
72018
An evaluation of fisher approximations beyond kronecker factorization
C Laurent, T George, X Bouthillier, N Ballas, P Vincent
12018
Unreproducible Research is Reproducible
X Bouthillier, C Laurent, P Vincent
International Conference on Machine Learning, 725-734, 2019
2019
Oríon: Experiment Version Control for Efficient Hyperparameter Optimization
C Tsirigotis, X Bouthillier, F Corneau-Tremblay, P Henderson, R Askari, ...
2018
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Articles 1–8