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Aaron Courville

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Visual Reasoning with Multi-hop Feature Modulation

Oct 12, 2018
Florian Strub, Mathieu Seurin, Ethan Perez, Harm de Vries, Jérémie Mary, Philippe Preux, Aaron Courville, Olivier Pietquin

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Manifold Mixup: Learning Better Representations by Interpolating Hidden States

Oct 04, 2018
Vikas Verma, Alex Lamb, Christopher Beckham, Amir Najafi, Aaron Courville, Ioannis Mitliagkas, Yoshua Bengio

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On the Learning Dynamics of Deep Neural Networks

Sep 18, 2018
Remi Tachet des Combes, Mohammad Pezeshki, Samira Shabanian, Aaron Courville, Yoshua Bengio

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Approximate Exploration through State Abstraction

Aug 29, 2018
Adrien Ali Taïga, Aaron Courville, Marc G. Bellemare

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Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data

Jun 18, 2018
Amjad Almahairi, Sai Rajeswar, Alessandro Sordoni, Philip Bachman, Aaron Courville

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Learning Distributed Representations from Reviews for Collaborative Filtering

Jun 18, 2018
Amjad Almahairi, Kyle Kastner, Kyunghyun Cho, Aaron Courville

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Straight to the Tree: Constituency Parsing with Neural Syntactic Distance

Jun 11, 2018
Yikang Shen, Zhouhan Lin, Athul Paul Jacob, Alessandro Sordoni, Aaron Courville, Yoshua Bengio

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MINE: Mutual Information Neural Estimation

Jun 07, 2018
Mohamed Ishmael Belghazi, Aristide Baratin, Sai Rajeswar, Sherjil Ozair, Yoshua Bengio, Aaron Courville, R Devon Hjelm

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Bayesian Hypernetworks

Apr 24, 2018
David Krueger, Chin-Wei Huang, Riashat Islam, Ryan Turner, Alexandre Lacoste, Aaron Courville

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Neural Autoregressive Flows

Apr 03, 2018
Chin-Wei Huang, David Krueger, Alexandre Lacoste, Aaron Courville

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