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Extracting Triangular 3D Models, Materials, and Lighting From Images



Jacob Munkberg , Jon Hasselgren , Tianchang Shen , Jun Gao , Wenzheng Chen , Alex Evans , Thomas Müller , Sanja Fidler


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DIB-R++: Learning to Predict Lighting and Material with a Hybrid Differentiable Renderer



Wenzheng Chen , Joey Litalien , Jun Gao , Zian Wang , Clement Fuji Tsang , Sameh Khamis , Or Litany , Sanja Fidler


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Learning Deformable Tetrahedral Meshes for 3D Reconstruction



Jun Gao , Wenzheng Chen , Tommy Xiang , Alec Jacobson , Morgan McGuire , Sanja Fidler

* Accepted to NeurIPS 2020 

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Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering



Yuxuan Zhang , Wenzheng Chen , Huan Ling , Jun Gao , Yinan Zhang , Antonio Torralba , Sanja Fidler


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Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research



Krishna Murthy Jatavallabhula , Edward Smith , Jean-Francois Lafleche , Clement Fuji Tsang , Artem Rozantsev , Wenzheng Chen , Tommy Xiang , Rev Lebaredian , Sanja Fidler

* Kaolin is available as open-source software at https://github.com/NVIDIAGameWorks/kaolin/ 

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Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer



Wenzheng Chen , Jun Gao , Huan Ling , Edward J. Smith , Jaakko Lehtinen , Alec Jacobson , Sanja Fidler

* https://nv-tlabs.github.io/DIB-R/ 

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Fast Interactive Object Annotation with Curve-GCN



Huan Ling , Jun Gao , Amlan Kar , Wenzheng Chen , Sanja Fidler

* In Computer Vision and Pattern Recognition (CVPR), Long Beach, US, 2019 

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Steady-state Non-Line-of-Sight Imaging



Wenzheng Chen , Simon Daneau , Fahim Mannan , Felix Heide


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Synthesizing Training Images for Boosting Human 3D Pose Estimation



Wenzheng Chen , Huan Wang , Yangyan Li , Hao Su , Zhenhua Wang , Changhe Tu , Dani Lischinski , Daniel Cohen-Or , Baoquan Chen


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