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Seeing 3D Objects in a Single Image via Self-Supervised Static-Dynamic Disentanglement


Jul 22, 2022
Prafull Sharma, Ayush Tewari, Yilun Du, Sergey Zakharov, Rares Ambrus, Adrien Gaidon, William T. Freeman, Fredo Durand, Joshua B. Tenenbaum, Vincent Sitzmann

* Project page: https://prafullsharma.net/see3d/ 

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Decomposing NeRF for Editing via Feature Field Distillation


May 31, 2022
Sosuke Kobayashi, Eiichi Matsumoto, Vincent Sitzmann

* https://pfnet-research.github.io/distilled-feature-fields/ 

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Unsupervised Discovery and Composition of Object Light Fields


May 08, 2022
Cameron Smith, Hong-Xing Yu, Sergey Zakharov, Fredo Durand, Joshua B. Tenenbaum, Jiajun Wu, Vincent Sitzmann

* Project website: https://cameronosmith.github.io/colf 

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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

* 21 pages, CVPR2022 

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Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation


Dec 09, 2021
Anthony Simeonov, Yilun Du, Andrea Tagliasacchi, Joshua B. Tenenbaum, Alberto Rodriguez, Pulkit Agrawal, Vincent Sitzmann

* Website: https://yilundu.github.io/ndf/. First two authors contributed equally (order determined by coin flip), last two authors equal advising 

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Neural Fields in Visual Computing and Beyond


Nov 29, 2021
Yiheng Xie, Towaki Takikawa, Shunsuke Saito, Or Litany, Shiqin Yan, Numair Khan, Federico Tombari, James Tompkin, Vincent Sitzmann, Srinath Sridhar

* Equal advising: Vincent Sitzmann and Srinath Sridhar 

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Learning Signal-Agnostic Manifolds of Neural Fields


Nov 11, 2021
Yilun Du, Katherine M. Collins, Joshua B. Tenenbaum, Vincent Sitzmann

* NeurIPS 2021, additional results and code at https://yilundu.github.io/gem/ 

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Advances in Neural Rendering


Nov 10, 2021
Ayush Tewari, Justus Thies, Ben Mildenhall, Pratul Srinivasan, Edgar Tretschk, Yifan Wang, Christoph Lassner, Vincent Sitzmann, Ricardo Martin-Brualla, Stephen Lombardi, Tomas Simon, Christian Theobalt, Matthias Niessner, Jonathan T. Barron, Gordon Wetzstein, Michael Zollhoefer, Vladislav Golyanik

* 29 pages, 14 figures, 5 tables 

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