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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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Learning Neural Implicit Representations with Surface Signal Parameterizations


Nov 01, 2022
Yanran Guan, Andrei Chubarau, Ruby Rao, Derek Nowrouzezahrai

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Learning Latent Structural Causal Models


Oct 24, 2022
Jithendaraa Subramanian, Yashas Annadani, Ivaxi Sheth, Nan Rosemary Ke, Tristan Deleu, Stefan Bauer, Derek Nowrouzezahrai, Samira Ebrahimi Kahou

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* 21 pages, 19 figures 

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Uncertainty-Driven Active Vision for Implicit Scene Reconstruction


Oct 03, 2022
Edward J. Smith, Michal Drozdzal, Derek Nowrouzezahrai, David Meger, Adriana Romero-Soriano

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Latent Variable Models for Bayesian Causal Discovery


Jul 12, 2022
Jithendaraa Subramanian, Yashas Annadani, Ivaxi Sheth, Stefan Bauer, Derek Nowrouzezahrai, Samira Ebrahimi Kahou

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* 7 figures, Published at the ICML 2022 Workshop on Spurious Correlations, Invariance, and Stability 

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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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Kubric: A scalable dataset generator


Mar 07, 2022
Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J. Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam Laradji, Hsueh-Ti, Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, Cengiz Oztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi

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* 21 pages, CVPR2022 

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


Dec 19, 2021
Paul Barde, Tristan Karch, Derek Nowrouzezahrai, Clément Moulin-Frier, Christopher Pal, Pierre-Yves Oudeyer

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SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction


Aug 21, 2021
Issam Laradji, Pau Rodríguez, David Vazquez, Derek Nowrouzezahrai

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gradSim: Differentiable simulation for system identification and visuomotor control


Apr 06, 2021
Krishna Murthy Jatavallabhula, Miles Macklin, Florian Golemo, Vikram Voleti, Linda Petrini, Martin Weiss, Breandan Considine, Jerome Parent-Levesque, Kevin Xie, Kenny Erleben, Liam Paull, Florian Shkurti, Derek Nowrouzezahrai, Sanja Fidler

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* ICLR 2021. Project page (and a dynamic web version of the article): https://gradsim.github.io 

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