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Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests


Dec 03, 2022
Christopher Beckham, Martin Weiss, Florian Golemo, Sina Honari, Derek Nowrouzezahrai, Christopher Pal

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* Accepted for publication to Pattern Recognition journal 

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Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance


Nov 26, 2022
Mats L. Richter, Christopher Pal

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Towards good validation metrics for generative models in offline model-based optimisation


Nov 19, 2022
Christopher Beckham, Alexandre Piche, David Vazquez, Christopher Pal

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Attention-based Neural Cellular Automata


Nov 02, 2022
Mattie Tesfaldet, Derek Nowrouzezahrai, Christopher Pal

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* NeurIPS 2022 

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Using Graph Algorithms to Pretrain Graph Completion Transformers


Oct 14, 2022
Jonathan Pilault, Michael Galkin, Bahare Fatemi, Perouz Taslakian, David Vasquez, Christopher Pal

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SMPL-IK: Learned Morphology-Aware Inverse Kinematics for AI Driven Artistic Workflows


Aug 16, 2022
Vikram Voleti, Boris N. Oreshkin, Florent Bocquelet, Félix G. Harvey, Louis-Simon Ménard, Christopher Pal

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Improving Meta-Learning Generalization with Activation-Based Early-Stopping


Aug 03, 2022
Simon Guiroy, Christopher Pal, Gonçalo Mordido, Sarath Chandar

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* Accepted at CoLLAs 2022. To be published in Proceedings of Machine Learning Research (PMLR) 

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


May 30, 2022
Vikram Voleti, Alexia Jolicoeur-Martineau, Christopher Pal

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* 9 pages, 4 figures, 7 tables 

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Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation


May 23, 2022
Vikram Voleti, Alexia Jolicoeur-Martineau, Christopher Pal

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* 9 pages, 4 figures, 7 tables 

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Challenges in leveraging GANs for few-shot data augmentation


Mar 30, 2022
Christopher Beckham, Issam Laradji, Pau Rodriguez, David Vazquez, Derek Nowrouzezahrai, Christopher Pal

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