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MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation



Vikram Voleti , Alexia Jolicoeur-Martineau , Christopher Pal

* 9 pages, 4 figures, 7 tables 

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Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation



Vikram Voleti , Alexia Jolicoeur-Martineau , Christopher Pal

* 9 pages, 4 figures, 7 tables 

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Challenges in leveraging GANs for few-shot data augmentation



Christopher Beckham , Issam Laradji , Pau Rodriguez , David Vazquez , Derek Nowrouzezahrai , Christopher Pal


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Direct Behavior Specification via Constrained Reinforcement Learning



Julien Roy , Roger Girgis , Joshua Romoff , Pierre-Luc Bacon , Christopher Pal


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Does entity abstraction help generative Transformers reason?



Nicolas Gontier , Siva Reddy , Christopher Pal

* 16 pages; 5 tables 

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Learning to Guide and to Be Guided in the Architect-Builder Problem



Paul Barde , Tristan Karch , Derek Nowrouzezahrai , Clément Moulin-Frier , Christopher Pal , Pierre-Yves Oudeyer


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From Machine Learning to Robotics: Challenges and Opportunities for Embodied Intelligence



Nicholas Roy , Ingmar Posner , Tim Barfoot , Philippe Beaudoin , Yoshua Bengio , Jeannette Bohg , Oliver Brock , Isabelle Depatie , Dieter Fox , Dan Koditschek , Tomas Lozano-Perez , Vikash Mansinghka , Christopher Pal , Blake Richards , Dorsa Sadigh , Stefan Schaal , Gaurav Sukhatme , Denis Therien , Marc Toussaint , Michiel Van de Panne


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Simple Video Generation using Neural ODEs



David Kanaa , Vikram Voleti , Samira Ebrahimi Kahou , Christopher Pal

* NeurIPS 2019 Workshop 
* 8 pages, 4 figures, NeurIPS 2019 workshop 

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Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning



Nan Rosemary Ke , Aniket Didolkar , Sarthak Mittal , Anirudh Goyal , Guillaume Lajoie , Stefan Bauer , Danilo Rezende , Yoshua Bengio , Michael Mozer , Christopher Pal


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