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3D Neural Scene Representations for Visuomotor Control


Jul 08, 2021
Yunzhu Li, Shuang Li, Vincent Sitzmann, Pulkit Agrawal, Antonio Torralba

* First two authors contributed equally. Project Page: https://3d-representation-learning.github.io/nerf-dy/ 

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Deep Medial Fields


Jun 07, 2021
Daniel Rebain, Ke Li, Vincent Sitzmann, Soroosh Yazdani, Kwang Moo Yi, Andrea Tagliasacchi


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Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering


Jun 04, 2021
Vincent Sitzmann, Semon Rezchikov, William T. Freeman, Joshua B. Tenenbaum, Fredo Durand

* First two authors contributed equally. Project website: https://vsitzmann.github.io/lfns/ 

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MetaSDF: Meta-learning Signed Distance Functions


Jun 17, 2020
Vincent Sitzmann, Eric R. Chan, Richard Tucker, Noah Snavely, Gordon Wetzstein

* Project website: https://vsitzmann.github.io/metasdf/ 

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Implicit Neural Representations with Periodic Activation Functions


Jun 17, 2020
Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, Gordon Wetzstein

* Project website: https://vsitzmann.github.io/siren/ Project video: https://youtu.be/Q2fLWGBeaiI 

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State of the Art on Neural Rendering


Apr 08, 2020
Ayush Tewari, Ohad Fried, Justus Thies, Vincent Sitzmann, Stephen Lombardi, Kalyan Sunkavalli, Ricardo Martin-Brualla, Tomas Simon, Jason Saragih, Matthias Nießner, Rohit Pandey, Sean Fanello, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Eli Shechtman, Dan B Goldman, Michael Zollhöfer

* Eurographics 2020 survey paper 

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Inferring Semantic Information with 3D Neural Scene Representations


Mar 28, 2020
Amit Kohli, Vincent Sitzmann, Gordon Wetzstein

* Project page can be found in https://www.computationalimaging.org/publications/ 

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Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations


Jun 04, 2019
Vincent Sitzmann, Michael Zollhöfer, Gordon Wetzstein

* Video: https://youtu.be/6vMEBWD8O20 Project page: https://vsitzmann.github.io/srns/ 

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DeepVoxels: Learning Persistent 3D Feature Embeddings


Dec 03, 2018
Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer

* Video: https://www.youtube.com/watch?v=HM_WsZhoGXw Supplemental material: https://drive.google.com/file/d/1BnZRyNcVUty6-LxAstN83H79ktUq8Cjp/view?usp=sharing 

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How do people explore virtual environments?


Sep 19, 2017
Vincent Sitzmann, Ana Serrano, Amy Pavel, Maneesh Agrawala, Diego Gutierrez, Belen Masia, Gordon Wetzstein

* First two authors contributed equally 

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Unrolled Optimization with Deep Priors


May 22, 2017
Steven Diamond, Vincent Sitzmann, Felix Heide, Gordon Wetzstein

* First two authors contributed equally 

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Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data


Jan 23, 2017
Steven Diamond, Vincent Sitzmann, Stephen Boyd, Gordon Wetzstein, Felix Heide


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