Mehdi Mirza
Mehdi Mirza
DeepMind
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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
248512014
Conditional generative adversarial nets
M Mirza, S Osindero
arXiv preprint arXiv:1411.1784, 2014
42702014
Asynchronous methods for deep reinforcement learning
V Mnih, AP Badia, M Mirza, A Graves, T Lillicrap, T Harley, D Silver, ...
International conference on machine learning, 1928-1937, 2016
40972016
Maxout networks
I Goodfellow, D Warde-Farley, M Mirza, A Courville, Y Bengio
International conference on machine learning, 1319-1327, 2013
22082013
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
714*2016
Challenges in representation learning: A report on three machine learning contests
IJ Goodfellow, D Erhan, PL Carrier, A Courville, M Mirza, B Hamner, ...
International conference on neural information processing, 117-124, 2013
5932013
An empirical investigation of catastrophic forgetting in gradient-based neural networks
IJ Goodfellow, M Mirza, D Xiao, A Courville, Y Bengio
arXiv preprint arXiv:1312.6211, 2013
4902013
Generative adversarial networks
IJ Goodfellow, J Pouget-Abadie, M Mirza, B Xu, D Warde-Farley, S Ozair, ...
arXiv preprint arXiv:1406.2661 4 (5), 6, 2014
4842014
Pylearn2: a machine learning research library
IJ Goodfellow, D Warde-Farley, P Lamblin, V Dumoulin, M Mirza, ...
arXiv preprint arXiv:1308.4214, 2013
3152013
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
2992016
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
2802013
Disentangling factors of variation for facial expression recognition
S Rifai, Y Bengio, A Courville, P Vincent, M Mirza
1812012
Multi-Prediction Deep Boltzmann Machines
IJ Goodfellow, M Mirza, A Courville, Y Bengio
1442013
Unsupervised predictive memory in a goal-directed agent
G Wayne, CC Hung, D Amos, M Mirza, A Ahuja, A Grabska-Barwinska, ...
arXiv preprint arXiv:1803.10760, 2018
902018
Conditional generative adversarial nets. arXiv 2014
M Mirza, S Osindero
arXiv preprint arXiv:1411.1784, 2014
782014
Conditional generative adversarial nets.(2014)
M Mirza, S Osindero
arXiv preprint arXiv:1411.1784, 2014
622014
FER-2013 face database
PL Carrier, A Courville, IJ Goodfellow, M Mirza, Y Bengio
Universit de Montral, 2013
392013
Optimizing agent behavior over long time scales by transporting value
CC Hung, T Lillicrap, J Abramson, Y Wu, M Mirza, F Carnevale, A Ahuja, ...
Nature communications 10 (1), 1-12, 2019
302019
An investigation of model-free planning
A Guez, M Mirza, K Gregor, R Kabra, S Racanière, T Weber, D Raposo, ...
arXiv preprint arXiv:1901.03559, 2019
262019
Contextual-guided bag-of-visual-words model for multi-class object categorization
M Mirza-Mohammadi, S Escalera, P Radeva
International Conference on Computer Analysis of Images and Patterns, 748-756, 2009
152009
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