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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: https://nv-tlabs.github.io/datasetGAN/ 

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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

* https://nv-tlabs.github.io/DIB-R/ 

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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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