Aaron Courville
Aaron Courville
Verified email at umontreal.ca - Homepage
TitleCited byYear
Generative adversarial nets
I Goodfellow, J Pouget-Abadie, M Mirza, B Xu, D Warde-Farley, S Ozair, ...
Advances in neural information processing systems, 2672-2680, 2014
67852014
Deep learning
IJ Goodfellow, Y Bengio, A Courville
Nature, 2016
61442016
Representation learning: A review and new perspectives
Y Bengio, A Courville, P Vincent
IEEE transactions on pattern analysis and machine intelligence 35 (8), 1798-1828, 2013
41862013
Show, attend and tell: Neural image caption generation with visual attention
K Xu, J Ba, R Kiros, A Courville, R Salakhutdinov, R Zemel, Y Bengio
Proceeding of the International Conference on Machine Learning (arXiv …, 2015
26222015
Why does unsupervised pre-training help deep learning?
D Erhan, Y Bengio, A Courville, PA Manzagol, P Vincent, S Bengio
Journal of Machine Learning Research 11 (Feb), 625-660, 2010
15862010
Maxout networks
IJ Goodfellow, D Warde-Farley, M Mirza, A Courville, Y Bengio
arXiv preprint arXiv:1302.4389, 2013
14122013
Improved training of wasserstein gans
I Gulrajani, F Ahmed, M Arjovsky, V Dumoulin, AC Courville
Advances in Neural Information Processing Systems, 5767-5777, 2017
9172017
An empirical evaluation of deep architectures on problems with many factors of variation
H Larochelle, D Erhan, A Courville, J Bergstra, Y Bengio
Proceedings of the 24th international conference on Machine learning, 473-480, 2007
6762007
Brain tumor segmentation with deep neural networks
M Havaei, A Davy, D Warde-Farley, A Biard, A Courville, Y Bengio, C Pal, ...
Medical image analysis 35, 18-31, 2017
5992017
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models.
IV Serban, A Sordoni, Y Bengio, AC Courville, J Pineau
AAAI 16, 3776-3784, 2016
543*2016
Describing videos by exploiting temporal structure
L Yao, A Torabi, K Cho, N Ballas, C Pal, H Larochelle, A Courville
Proceedings of the IEEE international conference on computer vision, 4507-4515, 2015
4662015
Visualizing higher-layer features of a deep network
D Erhan, Y Bengio, A Courville, P Vincent
University of Montreal 1341 (3), 1, 2009
3922009
Adversarially learned inference
V Dumoulin, I Belghazi, B Poole, O Mastropietro, A Lamb, M Arjovsky, ...
arXiv preprint arXiv:1606.00704, 2016
3752016
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint, 2016
369*2016
Bayesian theories of conditioning in a changing world
AC Courville, ND Daw, DS Touretzky
Trends in cognitive sciences 10 (7), 294-300, 2006
3582006
Unsupervised feature learning and deep learning: A review and new perspectives
Y Bengio, AC Courville, P Vincent
CoRR, abs/1206.5538 1, 2012, 2012
3072012
Estimating or propagating gradients through stochastic neurons for conditional computation
Y Bengio, N Léonard, A Courville
arXiv preprint arXiv:1308.3432, 2013
3052013
A recurrent latent variable model for sequential data
J Chung, K Kastner, L Dinh, K Goel, AC Courville, Y Bengio
Advances in neural information processing systems, 2980-2988, 2015
2762015
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues
IV Serban, A Sordoni, R Lowe, L Charlin, J Pineau, A Courville, Y Bengio
2182017
Recurrent batch normalization
T Cooijmans, N Ballas, C Laurent, Ç Gülçehre, A Courville
arXiv preprint arXiv:1603.09025, 2016
1782016
The system can't perform the operation now. Try again later.
Articles 1–20