Guillaume Desjardins
Guillaume Desjardins
DeepMind
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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), 1-7, 2010
17702010
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
12512017
Progressive neural networks
AA Rusu, NC Rabinowitz, G Desjardins, H Soyer, J Kirkpatrick, ...
arXiv preprint arXiv:1606.04671, 2016
7372016
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
6702010
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv, arXiv: 1605.02688, 2016
5852016
Policy distillation
AA Rusu, SG Colmenarejo, C Gulcehre, G Desjardins, J Kirkpatrick, ...
arXiv preprint arXiv:1511.06295, 2015
2692015
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
2612013
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
2542011
Understanding disentangling in -VAE
CP Burgess, I Higgins, A Pal, L Matthey, N Watters, G Desjardins, ...
arXiv preprint arXiv:1804.03599, 2018
2402018
Unsupervised and transfer learning challenge: a deep learning approach
GMY Dauphin, X Glorot, S Rifai, Y Bengio, I Goodfellow, E Lavoie, ...
Proceedings of ICML Workshop on Unsupervised and Transfer Learning, 97-110, 2012
1962012
Natural neural networks
G Desjardins, K Simonyan, R Pascanu
Advances in neural information processing systems, 2071-2079, 2015
1342015
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
1172010
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
1102016
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
852010
Steerable Playlist Generation by Learning Song Similarity from Radio Station Playlists.
F Maillet, D Eck, G Desjardins, P Lamere
ISMIR, 345-350, 2009
792009
Empirical evaluation of convolutional RBMs for vision
G Desjardins, Y Bengio
DIRO, Université de Montréal, 1-13, 2008
622008
Quadratic polynomials learn better image features
J Bergstra, G Desjardins, P Lamblin, Y Bengio
Technical report, 1337, 2009
592009
Disentangling factors of variation via generative entangling
G Desjardins, A Courville, Y Bengio
arXiv preprint arXiv:1210.5474, 2012
582012
Adaptive parallel tempering for stochastic maximum likelihood learning of RBMs
G Desjardins, A Courville, Y Bengio
arXiv preprint arXiv:1012.3476, 2010
342010
The spike-and-slab RBM and extensions to discrete and sparse data distributions
A Courville, G Desjardins, J Bergstra, Y Bengio
IEEE transactions on pattern analysis and machine intelligence 36 (9), 1874-1887, 2013
292013
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