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Consistent Depth of Moving Objects in Video


Aug 02, 2021
Zhoutong Zhang, Forrester Cole, Richard Tucker, William T. Freeman, Tali Dekel

* ACM Trans. Graph., Vol. 40, No. 4, Article 148, August 2021 
* Published at SIGGRAPH 2021 

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THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers


Jun 17, 2021
Mihai Zanfir, Andrei Zanfir, Eduard Gabriel Bazavan, William T. Freeman, Rahul Sukthankar, Cristian Sminchisescu


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Toward Automatic Interpretation of 3D Plots


Jun 14, 2021
Laura E. Brandt, William T. Freeman

* 16 pages, 12 figures, accepted to the 16th International Conference on Document Analysis and Recognition (ICDAR21) 

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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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NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination


Jun 03, 2021
Xiuming Zhang, Pratul P. Srinivasan, Boyang Deng, Paul Debevec, William T. Freeman, Jonathan T. Barron

* Project Page: https://people.csail.mit.edu/xiuming/projects/nerfactor/ 

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Omnimatte: Associating Objects and Their Effects in Video


May 14, 2021
Erika Lu, Forrester Cole, Tali Dekel, Andrew Zisserman, William T. Freeman, Michael Rubinstein

* Accepted to CVPR 2021 Oral. Project webpage: https://omnimatte.github.io/ 

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LASR: Learning Articulated Shape Reconstruction from a Monocular Video


May 06, 2021
Gengshan Yang, Deqing Sun, Varun Jampani, Daniel Vlasic, Forrester Cole, Huiwen Chang, Deva Ramanan, William T. Freeman, Ce Liu

* CVPR 2021. Project page: https://lasr-google.github.io/ 

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AutoFlow: Learning a Better Training Set for Optical Flow


Apr 29, 2021
Deqing Sun, Daniel Vlasic, Charles Herrmann, Varun Jampani, Michael Krainin, Huiwen Chang, Ramin Zabih, William T. Freeman, Ce Liu

* CVPR 2021 

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Explaining in Style: Training a GAN to explain a classifier in StyleSpace


Apr 27, 2021
Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan, Avinatan Hassidim, William T. Freeman, Phillip Isola, Amir Globerson, Michal Irani, Inbar Mosseri

* First four authors contributed equally. Project page: https://explaining-in-style.github.io/ 

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Model-Agnostic Explainability for Visual Search


Feb 28, 2021
Mark Hamilton, Scott Lundberg, Lei Zhang, Stephanie Fu, William T. Freeman


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Multi-Plane Program Induction with 3D Box Priors


Nov 22, 2020
Yikai Li, Jiayuan Mao, Xiuming Zhang, William T. Freeman, Joshua B. Tenenbaum, Noah Snavely, Jiajun Wu

* NeurIPS 2020. First two authors contributed equally. Project page: http://bpi.csail.mit.edu 

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Large-Scale Intelligent Microservices


Sep 17, 2020
Mark Hamilton, Nick Gonsalves, Christina Lee, Anand Raman, Brendan Walsh, Siddhartha Prasad, Dalitso Banda, Lucy Zhang, Lei Zhang, William T. Freeman


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Layered Neural Rendering for Retiming People in Video


Sep 16, 2020
Erika Lu, Forrester Cole, Tali Dekel, Weidi Xie, Andrew Zisserman, David Salesin, William T. Freeman, Michael Rubinstein

* To appear in SIGGRAPH Asia 2020. Project webpage: https://retiming.github.io/ 

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Neural Light Transport for Relighting and View Synthesis


Aug 20, 2020
Xiuming Zhang, Sean Fanello, Yun-Ta Tsai, Tiancheng Sun, Tianfan Xue, Rohit Pandey, Sergio Orts-Escolano, Philip Davidson, Christoph Rhemann, Paul Debevec, Jonathan T. Barron, Ravi Ramamoorthi, William T. Freeman

* Project Page: http://nlt.csail.mit.edu/ 

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Neural Descent for Visual 3D Human Pose and Shape


Aug 16, 2020
Andrei Zanfir, Eduard Gabriel Bazavan, Mihai Zanfir, William T. Freeman, Rahul Sukthankar, Cristian Sminchisescu

* Submitted to NeuriPS 2020 

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Conditional Image Retrieval


Jul 14, 2020
Mark Hamilton, Stephanie Fu, William T. Freeman, Mindren Lu


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It Is Likely That Your Loss Should be a Likelihood


Jul 12, 2020
Mark Hamilton, Evan Shelhamer, William T. Freeman


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Perspective Plane Program Induction from a Single Image


Jun 25, 2020
Yikai Li, Jiayuan Mao, Xiuming Zhang, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu

* CVPR 2020. First two authors contributed equally. Project page: http://p3i.csail.mit.edu/ 

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Two-Dimensional Non-Line-of-Sight Scene Estimation from a Single Edge Occluder


Jun 16, 2020
Sheila W. Seidel, John Murray-Bruce, Yanting Ma, Christopher Yu, William T. Freeman, Vivek K Goyal

* 14 pages, 15 figures 

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SpeedNet: Learning the Speediness in Videos


Apr 13, 2020
Sagie Benaim, Ariel Ephrat, Oran Lang, Inbar Mosseri, William T. Freeman, Michael Rubinstein, Michal Irani, Tali Dekel

* Accepted to CVPR 2020 (oral). Project webpage: http://speednet-cvpr20.github.io 

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Semantic Pyramid for Image Generation


Mar 16, 2020
Assaf Shocher, Yossi Gandelsman, Inbar Mosseri, Michal Yarom, Michal Irani, William T. Freeman, Tali Dekel

* IEEE Conference on Computer Vision and Pattern Recognition, 2020. CVPR 2020 

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Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization


Dec 05, 2019
Miika Aittala, Prafull Sharma, Lukas Murmann, Adam B. Yedidia, Gregory W. Wornell, William T. Freeman, Fredo Durand

* Aittala, Miika, et al. "Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization." Advances in Neural Information Processing Systems. 2019 
* 14 pages, 5 figures, Advances in Neural Information Processing Systems 2019 

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Program-Guided Image Manipulators


Sep 04, 2019
Jiayuan Mao, Xiuming Zhang, Yikai Li, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu

* ICCV 2019. First two authors contributed equally. Project page: http://pgim.csail.mit.edu/ 

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Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions


Sep 01, 2019
Guha Balakrishnan, Adrian V. Dalca, Amy Zhao, John V. Guttag, Fredo Durand, William T. Freeman

* ICCV 2019 

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Boundless: Generative Adversarial Networks for Image Extension


Aug 19, 2019
Piotr Teterwak, Aaron Sarna, Dilip Krishnan, Aaron Maschinot, David Belanger, Ce Liu, William T. Freeman


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Speech2Face: Learning the Face Behind a Voice


May 23, 2019
Tae-Hyun Oh, Tali Dekel, Changil Kim, Inbar Mosseri, William T. Freeman, Michael Rubinstein, Wojciech Matusik

* To appear in CVPR2019. Project page: http://speech2face.github.io 

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Learning the Depths of Moving People by Watching Frozen People


Apr 25, 2019
Zhengqi Li, Tali Dekel, Forrester Cole, Richard Tucker, Noah Snavely, Ce Liu, William T. Freeman

* CVPR 2019 (Oral) 

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Learning Shape Templates with Structured Implicit Functions


Apr 12, 2019
Kyle Genova, Forrester Cole, Daniel Vlasic, Aaron Sarna, William T. Freeman, Thomas Funkhouser

* 12 pages, 9 figures, 4 tables 

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Unsupervised Discovery of Parts, Structure, and Dynamics


Mar 12, 2019
Zhenjia Xu, Zhijian Liu, Chen Sun, Kevin Murphy, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu

* ICLR 2019. The first two authors contributed equally to this work 

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