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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: 

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Offboard 3D Object Detection from Point Cloud Sequences

Mar 08, 2021
Charles R. Qi, Yin Zhou, Mahyar Najibi, Pei Sun, Khoa Vo, Boyang Deng, Dragomir Anguelov

* 18 pages, 7 figures, 19 tables 

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Canonical Capsules: Unsupervised Capsules in Canonical Pose

Dec 08, 2020
Weiwei Sun, Andrea Tagliasacchi, Boyang Deng, Sara Sabour, Soroosh Yazdani, Geoffrey Hinton, Kwang Moo Yi

* The first two authors contributed equally to this work 

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NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis

Dec 07, 2020
Pratul P. Srinivasan, Boyang Deng, Xiuming Zhang, Matthew Tancik, Ben Mildenhall, Jonathan T. Barron

* Project page: 

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NASA: Neural Articulated Shape Approximation

Dec 06, 2019
Timothy Jeruzalski, Boyang Deng, Mohammad Norouzi, JP Lewis, Geoffrey Hinton, Andrea Tagliasacchi

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CvxNets: Learnable Convex Decomposition

Sep 12, 2019
Boyang Deng, Kyle Genova, Soroosh Yazdani, Sofien Bouaziz, Geoffrey Hinton, Andrea Tagliasacchi

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Cerberus: A Multi-headed Derenderer

May 28, 2019
Boyang Deng, Simon Kornblith, Geoffrey Hinton

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BlockQNN: Efficient Block-wise Neural Network Architecture Generation

Aug 16, 2018
Zhao Zhong, Zichen Yang, Boyang Deng, Junjie Yan, Wei Wu, Jing Shao, Cheng-Lin Liu

* 14 pages, 18 figures 

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Few-shot Learning by Exploiting Visual Concepts within CNNs

Feb 13, 2018
Boyang Deng, Qing Liu, Siyuan Qiao, Alan Yuille

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Peephole: Predicting Network Performance Before Training

Dec 09, 2017
Boyang Deng, Junjie Yan, Dahua Lin

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Hierarchical Deep Recurrent Architecture for Video Understanding

Jul 11, 2017
Luming Tang, Boyang Deng, Haiyu Zhao, Shuai Yi

* Accepted as Classification Challenge Track paper in CVPR 2017 Workshop on YouTube-8M Large-Scale Video Understanding 

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