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Jun Gao

NVIDIA, University of Toronto, Vector Institute

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

Nov 24, 2021
Jacob Munkberg, Jon Hasselgren, Tianchang Shen, Jun Gao, Wenzheng Chen, Alex Evans, Thomas Müller, Sanja Fidler

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Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis

Nov 08, 2021
Tianchang Shen, Jun Gao, Kangxue Yin, Ming-Yu Liu, Sanja Fidler

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

Oct 30, 2021
Wenzheng Chen, Joey Litalien, Jun Gao, Zian Wang, Clement Fuji Tsang, Sameh Khamis, Or Litany, Sanja Fidler

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3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations

Aug 30, 2021
Kangxue Yin, Jun Gao, Maria Shugrina, Sameh Khamis, Sanja Fidler

* Accepted to ICCV 2021. Supplementary material can be found on the project page: 

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Evaluating Deep Graph Neural Networks

Aug 02, 2021
Wentao Zhang, Zeang Sheng, Yuezihan Jiang, Yikuan Xia, Jun Gao, Zhi Yang, Bin Cui

* 14 pages, 14 figures, 7 tables 

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REAM$\sharp$: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation

May 30, 2021
Jun Gao, Wei Bi, Ruifeng Xu, Shuming Shi

* ACL Findings 2021 

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DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort

Apr 20, 2021
Yuxuan Zhang, Huan Ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche, Adela Barriuso, Antonio Torralba, Sanja Fidler

* Accepted to CVPR 2021 as an Oral paper. Webpage: 

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Learning Deformable Tetrahedral Meshes for 3D Reconstruction

Nov 03, 2020
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

Oct 18, 2020
Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler

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Information Laundering for Model Privacy

Sep 13, 2020
Xinran Wang, Yu Xiang, Jun Gao, Jie Ding

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Interactive Annotation of 3D Object Geometry using 2D Scribbles

Aug 24, 2020
Tianchang Shen, Jun Gao, Amlan Kar, Sanja Fidler

* Accepted to ECCV 2020 

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Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid

Aug 21, 2020
Jun Gao, Zian Wang, Jinchen Xuan, Sanja Fidler

* ECCV 2020 

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EPI-based Oriented Relation Networks for Light Field Depth Estimation

Jul 09, 2020
Kunyuan Li, Jun Zhang, Rui Sun, Xudong Zhang, Jun Gao

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A Discrete CVAE for Response Generation on Short-Text Conversation

Nov 22, 2019
Jun Gao, Wei Bi, Xiaojiang Liu, Junhui Li, Guodong Zhou, Shuming Shi

* Accepted for publication at EMNLP 2019 

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

Aug 03, 2019
Wenzheng Chen, Jun Gao, Huan Ling, Edward J. Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler


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Representation Degeneration Problem in Training Natural Language Generation Models

Jul 28, 2019
Jun Gao, Di He, Xu Tan, Tao Qin, Liwei Wang, Tie-Yan Liu

* ICLR 2019 

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Fine-Grained Sentence Functions for Short-Text Conversation

Jul 26, 2019
Wei Bi, Jun Gao, Xiaojiang Liu, Shuming Shi

* Here is a revised version of our paper accepted by ACL2019 

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Personalized Bundle List Recommendation

Apr 03, 2019
Jinze Bai, Chang Zhou, Junshuai Song, Xiaoru Qu, Weiting An, Zhao Li, Jun Gao

* WWW2019, 11 pages 

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Mimicking the In-Camera Color Pipeline for Camera-Aware Object Compositing

Mar 27, 2019
Jun Gao, Xiao Li, Liwei Wang, Sanja Fidler, Stephen Lin

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Fast Interactive Object Annotation with Curve-GCN

Mar 16, 2019
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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DeepSpline: Data-Driven Reconstruction of Parametric Curves and Surfaces

Jan 12, 2019
Jun Gao, Chengcheng Tang, Vignesh Ganapathi-Subramanian, Jiahui Huang, Hao Su, Leonidas J. Guibas

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Generating Multiple Diverse Responses for Short-Text Conversation

Nov 29, 2018
Jun Gao, Wei Bi, Xiaojiang Liu, Junhui Li, Shuming Shi

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Learning to Navigate for Fine-grained Classification

Sep 02, 2018
Ze Yang, Tiange Luo, Dong Wang, Zhiqiang Hu, Jun Gao, Liwei Wang

* Accepted by ECCV 2018 

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ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation

Nov 27, 2017
Chang Zhou, Jinze Bai, Junshuai Song, Xiaofei Liu, Zhengchao Zhao, Xiusi Chen, Jun Gao

* AAAI 2018 

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Direct Mapping Hidden Excited State Interaction Patterns from ab initio Dynamics and Its Implications on Force Field Development

May 28, 2017
Fang Liu, Likai Du, Dongju Zhang, Jun Gao

* Scientific Reports 7, Article number: 8737 (2017) 
* 25 pages, 7 figures 

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