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Aaron Courville

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Adversarially Learned Inference

Feb 21, 2017
Vincent Dumoulin, Ishmael Belghazi, Ben Poole, Olivier Mastropietro, Alex Lamb, Martin Arjovsky, Aaron Courville

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SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

Feb 11, 2017
Soroush Mehri, Kundan Kumar, Ishaan Gulrajani, Rithesh Kumar, Shubham Jain, Jose Sotelo, Aaron Courville, Yoshua Bengio

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GuessWhat?! Visual object discovery through multi-modal dialogue

Feb 06, 2017
Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle, Aaron Courville

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A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering

Feb 05, 2017
Tegan Maharaj, Nicolas Ballas, Anna Rohrbach, Aaron Courville, Christopher Pal

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Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks

Jan 10, 2017
Ying Zhang, Mohammad Pezeshki, Philemon Brakel, Saizheng Zhang, Cesar Laurent Yoshua Bengio, Aaron Courville

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Generalizable Features From Unsupervised Learning

Dec 12, 2016
Mehdi Mirza, Aaron Courville, Yoshua Bengio

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A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images

Dec 02, 2016
David Vázquez, Jorge Bernal, F. Javier Sánchez, Gloria Fernández-Esparrach, Antonio M. López, Adriana Romero, Michal Drozdzal, Aaron Courville

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PixelVAE: A Latent Variable Model for Natural Images

Nov 15, 2016
Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taiga, Francesco Visin, David Vazquez, Aaron Courville

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Professor Forcing: A New Algorithm for Training Recurrent Networks

Oct 27, 2016
Alex Lamb, Anirudh Goyal, Ying Zhang, Saizheng Zhang, Aaron Courville, Yoshua Bengio

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A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues

Jun 14, 2016
Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron Courville, Yoshua Bengio

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