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Sherjil Ozair
Sherjil Ozair
DeepMind
Adresse e-mail validée de deepmind.com - Page d'accueil
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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 27, 2014
479282014
Deep speech 2: End-to-end speech recognition in english and mandarin
D Amodei, S Ananthanarayanan, R Anubhai, J Bai, E Battenberg, C Case, ...
International conference on machine learning, 173-182, 2016
27902016
Mutual information neural estimation
MI Belghazi, A Baratin, S Rajeshwar, S Ozair, Y Bengio, A Courville, ...
International conference on machine learning, 531-540, 2018
6562018
Mine: mutual information neural estimation
MI Belghazi, A Baratin, S Rajeswar, S Ozair, Y Bengio, A Courville, ...
arXiv preprint arXiv:1801.04062, 2018
4332018
On variational bounds of mutual information
B Poole, S Ozair, A Van Den Oord, A Alemi, G Tucker
International Conference on Machine Learning, 5171-5180, 2019
3822019
Generative adversarial networks. arXiv 2014
IJ Goodfellow, J Pouget-Abadie, M Mirza, B Xu, D Warde-Farley, S Ozair, ...
arXiv preprint arXiv:1406.2661, 2021
1972021
Unsupervised state representation learning in atari
A Anand, E Racah, S Ozair, Y Bengio, MA Côté, RD Hjelm
Advances in neural information processing systems 32, 2019
1552019
Generative adversarial nets
M Mirza, B Xu, D Warde-Farley, S Ozair, A Courville, Y Bengio, ...
Proceedings of the Advances in Neural Information Processing Systems 27 …, 2014
952014
Maximum entropy generators for energy-based models
R Kumar, S Ozair, A Goyal, A Courville, Y Bengio
arXiv preprint arXiv:1901.08508, 2019
732019
Wasserstein dependency measure for representation learning
S Ozair, C Lynch, Y Bengio, A Van den Oord, S Levine, P Sermanet
Advances in Neural Information Processing Systems 32, 2019
592019
Generative adversarial nets
Y Bengio, AC Courville, IJ Goodfellow, M Mirza, S Ozair
Advances in neural information processing systems 27, 2014
532014
Efficient synthesis of probabilistic programs
AV Nori, S Ozair, SK Rajamani, D Vijaykeerthy
ACM SIGPLAN Notices 50 (6), 208-217, 2015
512015
On variational lower bounds of mutual information
B Poole, S Ozair, A van den Oord, AA Alemi, G Tucker
NeurIPS Workshop on Bayesian Deep Learning, 2018
352018
Deep directed generative autoencoders
S Ozair, Y Bengio
arXiv preprint arXiv:1410.0630, 2014
202014
On the equivalence between deep nade and generative stochastic networks
L Yao, S Ozair, K Cho, Y Bengio
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
132014
Multimodal transitions for generative stochastic networks
S Ozair, L Yao, Y Bengio
arXiv preprint arXiv:1312.5578, 2013
102013
Procedural generalization by planning with self-supervised world models
A Anand, J Walker, Y Li, E Vértes, J Schrittwieser, S Ozair, T Weber, ...
arXiv preprint arXiv:2111.01587, 2021
92021
Vector quantized models for planning
S Ozair, Y Li, A Razavi, I Antonoglou, A Van Den Oord, O Vinyals
International Conference on Machine Learning, 8302-8313, 2021
82021
Sketchtransfer: A new dataset for exploring detail-invariance and the abstractions learned by deep networks
A Lamb, S Ozair, V Verma, D Ha
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
82020
The journey is the reward: Unsupervised learning of influential trajectories
J Binas, S Ozair, Y Bengio
arXiv preprint arXiv:1905.09334, 2019
42019
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