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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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Visualizing and Understanding Generative Adversarial Networks (Extended Abstract)

Jan 29, 2019
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba

* In AAAI-19 workshop on Network Interpretability for Deep Learning arXiv admin note: substantial text overlap with arXiv:1811.10597 

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Learning to Infer and Execute 3D Shape Programs

Jan 09, 2019
Yonglong Tian, Andrew Luo, Xingyuan Sun, Kevin Ellis, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu

* ICLR 2019. Project page: http://shape2prog.csail.mit.edu 

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Reasoning About Physical Interactions with Object-Oriented Prediction and Planning

Jan 07, 2019
Michael Janner, Sergey Levine, William T. Freeman, Joshua B. Tenenbaum, Chelsea Finn, Jiajun Wu

* ICLR 2019, project page: https://people.eecs.berkeley.edu/~janner/o2p2/ 

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Learning to Reconstruct Shapes from Unseen Classes

Dec 28, 2018
Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Joshua B. Tenenbaum, William T. Freeman, Jiajun Wu

* NeurIPS 2018 (Oral). The first two authors contributed equally to this paper. Project page: http://genre.csail.mit.edu/ 

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GAN Dissection: Visualizing and Understanding Generative Adversarial Networks

Dec 08, 2018
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba

* 18 pages, 19 figures 

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Visual Object Networks: Image Generation with Disentangled 3D Representation

Dec 06, 2018
Jun-Yan Zhu, Zhoutong Zhang, Chengkai Zhang, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum, William T. Freeman

* NeurIPS 2018. Code: https://github.com/junyanz/VON Website: http://von.csail.mit.edu/ 

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Co-regularized Alignment for Unsupervised Domain Adaptation

Nov 13, 2018
Abhishek Kumar, Prasanna Sattigeri, Kahini Wadhawan, Leonid Karlinsky, Rogerio Feris, William T. Freeman, Gregory Wornell

* NIPS 2018 accepted version 

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3D-Aware Scene Manipulation via Inverse Graphics

Oct 11, 2018
Shunyu Yao, Tzu Ming Harry Hsu, Jun-Yan Zhu, Jiajun Wu, Antonio Torralba, William T. Freeman, Joshua B. Tenenbaum

* NIPS 2018 

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ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics

Oct 02, 2018
Yuanming Hu, Jiancheng Liu, Andrew Spielberg, Joshua B. Tenenbaum, William T. Freeman, Jiajun Wu, Daniela Rus, Wojciech Matusik

* In submission to ICRA 2019. Supplemental Video: https://www.youtube.com/watch?v=4IWD4iGIsB4 Project Page: https://github.com/yuanming-hu/ChainQueen 

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MoSculp: Interactive Visualization of Shape and Time

Sep 14, 2018
Xiuming Zhang, Tali Dekel, Tianfan Xue, Andrew Owens, Qiurui He, Jiajun Wu, Stefanie Mueller, William T. Freeman

* UIST 2018. Project page: http://mosculp.csail.mit.edu/ 

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