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Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation

Apr 17, 2020
Sai Rajeswar, Fahim Mannan, Florian Golemo, J茅r么me Parent-L茅vesque, David Vazquez, Derek Nowrouzezahrai, Aaron Courville

* International Journal of Computer Vision, (2020), 1-16 
* This is a pre-print of an article published in International Journal of Computer Vision. The final authenticated version is available online at: https://doi.org/10.1007/s11263-020-01322-1 

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Pix2Shape -- Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation

Mar 23, 2020
Sai Rajeswar, Fahim Mannan, Florian Golemo, J茅r么me Parent-L茅vesque, David Vazquez, Derek Nowrouzezahrai, Aaron Courville

* International Journal of Computer Vision, (2020), 1-16 
* This is a pre-print of an article published in International Journal of Computer Vision. The final authenticated version is available online at: https://doi.org/10.1007/s11263-020-01322-1 

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Adversarial Computation of Optimal Transport Maps

Jun 24, 2019
Jacob Leygonie, Jennifer She, Amjad Almahairi, Sai Rajeswar, Aaron Courville


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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

* ICML 2018 

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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

* ICML 2018 
* 19 pages, 6 figures 

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Hierarchical Adversarially Learned Inference

Feb 04, 2018
Mohamed Ishmael Belghazi, Sai Rajeswar, Olivier Mastropietro, Negar Rostamzadeh, Jovana Mitrovic, Aaron Courville

* 18 pages, 7 figures 

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A Deep Reinforcement Learning Chatbot (Short Version)

Jan 20, 2018
Iulian V. Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Rajeswar, Alexandre de Brebisson, Jose M. R. Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio

* 9 pages, 1 figure, 2 tables; presented at NIPS 2017, Conversational AI: "Today's Practice and Tomorrow's Potential" Workshop 

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Adversarial Generation of Natural Language

May 31, 2017
Sai Rajeswar, Sandeep Subramanian, Francis Dutil, Christopher Pal, Aaron Courville

* 11 pages, 3 figures, 5 tables 

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A hypothesize-and-verify framework for Text Recognition using Deep Recurrent Neural Networks

Feb 26, 2015
Anupama Ray, Sai Rajeswar, Santanu Chaudhury


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