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Denoised MDPs: Learning World Models Better Than the World Itself


Jul 18, 2022
Tongzhou Wang, Simon S. Du, Antonio Torralba, Phillip Isola, Amy Zhang, Yuandong Tian

* Project page: https://ssnl.github.io/denoised_mdp/ Code: https://github.com/facebookresearch/denoised_mdp 

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Finding Fallen Objects Via Asynchronous Audio-Visual Integration


Jul 07, 2022
Chuang Gan, Yi Gu, Siyuan Zhou, Jeremy Schwartz, Seth Alter, James Traer, Dan Gutfreund, Joshua B. Tenenbaum, Josh McDermott, Antonio Torralba

* CVPR 2022. Project page: http://fallen-object.csail.mit.edu 

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Local Relighting of Real Scenes


Jul 06, 2022
Audrey Cui, Ali Jahanian, Agata Lapedriza, Antonio Torralba, Shahin Mahdizadehaghdam, Rohit Kumar, David Bau

* 15 pages, 15 figures 

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Virtual Correspondence: Humans as a Cue for Extreme-View Geometry


Jun 16, 2022
Wei-Chiu Ma, Anqi Joyce Yang, Shenlong Wang, Raquel Urtasun, Antonio Torralba

* CVPR 2022. Project page: https://people.csail.mit.edu/weichium/virtual-correspondence/ 

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Disentangling visual and written concepts in CLIP


Jun 15, 2022
Joanna Materzynska, Antonio Torralba, David Bau


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Compositional Visual Generation with Composable Diffusion Models


Jun 08, 2022
Nan Liu, Shuang Li, Yilun Du, Antonio Torralba, Joshua B. Tenenbaum

* Project website: https://energy-based-model.github.io/Compositional-Visual-Generation-with-Composable-Diffusion-Models/ First three authors contributed equally 

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Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps


Jun 06, 2022
Seung Wook Kim, Karsten Kreis, Daiqing Li, Antonio Torralba, Sanja Fidler

* CVPR 2022 Oral 

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Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction


May 05, 2022
Yining Hong, Kaichun Mo, Li Yi, Leonidas J. Guibas, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan

* CVPR 2022. Project page: http://fixing-malfunctional.csail.mit.edu 

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