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Alexandre de Brébisson
Alexandre de Brébisson
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Melgan: Generative adversarial networks for conditional waveform synthesis
K Kumar, R Kumar, T De Boissiere, L Gestin, WZ Teoh, J Sotelo, ...
Advances in neural information processing systems 32, 2019
9982019
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv e-prints, arXiv: 1605.02688, 2016
9172016
Deep neural networks for anatomical brain segmentation
A de Brebisson, G Montana
Proceedings of the IEEE conference on computer vision and pattern …, 2015
4322015
A deep reinforcement learning chatbot
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
arXiv preprint arXiv:1709.02349, 2017
3512017
Artificial neural networks applied to taxi destination prediction
A De Brébisson, É Simon, A Auvolat, P Vincent, Y Bengio
arXiv preprint arXiv:1508.00021, 2015
2452015
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
2132016
Obamanet: Photo-realistic lip-sync from text
R Kumar, J Sotelo, K Kumar, A De Brebisson, Y Bengio
arXiv preprint arXiv:1801.01442, 2017
1292017
An exploration of softmax alternatives belonging to the spherical loss family
A De Brebisson, P Vincent
arXiv preprint arXiv:1511.05042, 2015
1182015
Efficient exact gradient update for training deep networks with very large sparse targets
P Vincent, A De Brébisson, X Bouthillier
Advances in Neural Information Processing Systems 28, 2015
672015
Theano: A Python framework for fast computation of mathematical expressions. arXiv
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688 10, 2016
492016
Harm de Vries, David Warde-Farley, Dustin J
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, and …, 2016
302016
Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints, abs/1605.02688
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
URL http://arxiv. org/abs/1605.02688, 2016
232016
A deep reinforcement learning chatbot (short version)
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
arXiv preprint arXiv:1801.06700, 2018
202018
The octopus approach to the Alexa competition: A deep ensemble-based socialbot
IV Serban, C Sankar, S Zhang, Z Lin, S Subramanian, T Kim, S Chandar, ...
Alexa Prize Proceedings, 2017
122017
The z-loss: a shift and scale invariant classification loss belonging to the spherical family
A de Brébisson, P Vincent
arXiv preprint arXiv:1604.08859, 2016
112016
A cheap linear attention mechanism with fast lookups and fixed-size representations
A de Brébisson, P Vincent
arXiv preprint arXiv:1609.05866, 2016
82016
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops
A de Brebisson, G Montana
62015
Exact gradient updates in time independent of output size for the spherical loss family
P Vincent, A de Brébisson, X Bouthillier
arXiv preprint arXiv:1606.08061, 2016
32016
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