Guillaume Desjardins
Guillaume Desjardins
DeepMind
Verified email at google.com - Homepage
TitleCited byYear
Theano: a CPU and GPU math expression compiler
J Bergstra, O Breuleux, F Bastien, P Lamblin, R Pascanu, G Desjardins, ...
Proceedings of the Python for scientific computing conference (SciPy) 4 (3), 2010
15932010
Overcoming catastrophic forgetting in neural networks
J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ...
Proceedings of the national academy of sciences 114 (13), 3521-3526, 2017
6382017
Theano: A CPU and GPU math compiler in Python
J Bergstra, O Breuleux, F Bastien, P Lamblin, R Pascanu, G Desjardins, ...
Proc. 9th Python in Science Conf 1, 3-10, 2010
5672010
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 arXiv:1605.02688, 2016
4162016
Progressive neural networks
AA Rusu, NC Rabinowitz, G Desjardins, H Soyer, J Kirkpatrick, ...
arXiv preprint arXiv:1606.04671, 2016
4102016
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
2122013
Theano: Deep learning on gpus with python
J Bergstra, F Bastien, O Breuleux, P Lamblin, R Pascanu, O Delalleau, ...
NIPS 2011, BigLearning Workshop, Granada, Spain 3, 1-48, 2011
2072011
Unsupervised and transfer learning challenge: a deep learning approach
G Mesnil, Y Dauphin, X Glorot, S Rifai, Y Bengio, I Goodfellow, E Lavoie, ...
Proceedings of the 2011 International Conference on Unsupervised and …, 2011
1582011
Policy distillation
AA Rusu, SG Colmenarejo, C Gulcehre, G Desjardins, J Kirkpatrick, ...
arXiv preprint arXiv:1511.06295, 2015
1572015
Understanding disentangling in -VAE
CP Burgess, I Higgins, A Pal, L Matthey, N Watters, G Desjardins, ...
arXiv preprint arXiv:1804.03599, 2018
1112018
Natural neural networks
G Desjardins, K Simonyan, R Pascanu
Advances in Neural Information Processing Systems, 2071-2079, 2015
1042015
Tempered Markov chain Monte Carlo for training of restricted Boltzmann machines
G Desjardins, A Courville, Y Bengio, P Vincent, O Delalleau
Proceedings of the thirteenth international conference on artificial …, 2010
1022010
Theano: A Python framework for fast computation of mathematical expressions
TTD Team, R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, ...
arXiv preprint arXiv:1605.02688, 2016
1012016
Parallel tempering for training of restricted Boltzmann machines
G Desjardins, A Courville, Y Bengio, P Vincent, O Delalleau
Proceedings of the thirteenth international conference on artificial …, 2010
752010
Steerable Playlist Generation by Learning Song Similarity from Radio Station Playlists.
F Maillet, D Eck, G Desjardins, P Lamere
ISMIR, 345-350, 2009
692009
Empirical evaluation of convolutional RBMs for vision
G Desjardins, Y Bengio
DIRO, Université de Montréal, 1-13, 2008
572008
Disentangling factors of variation via generative entangling
G Desjardins, A Courville, Y Bengio
arXiv preprint arXiv:1210.5474, 2012
472012
Quadratic polynomials learn better image features
J Bergstra, G Desjardins, P Lamblin, Y Bengio
Technical report, 1337, 2009
412009
Adaptive parallel tempering for stochastic maximum likelihood learning of RBMs
G Desjardins, A Courville, Y Bengio
arXiv preprint arXiv:1012.3476, 2010
302010
Metric-free natural gradient for joint-training of boltzmann machines
G Desjardins, R Pascanu, A Courville, Y Bengio
arXiv preprint arXiv:1301.3545, 2013
222013
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Articles 1–20