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Deng Cai

OCM3D: Object-Centric Monocular 3D Object Detection


Apr 13, 2021
Liang Peng, Fei Liu, Senbo Yan, Xiaofei He, Deng Cai

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SCALoss: Side and Corner Aligned Loss for Bounding Box Regression


Apr 01, 2021
Tu Zheng, Shuai Zhao, Yang Liu, Zili Liu, Deng Cai

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X-view: Non-egocentric Multi-View 3D Object Detector


Mar 24, 2021
Liang Xie, Guodong Xu, Deng Cai, Xiaofei He

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* 9 pages, 5 figures 
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SparsePoint: Fully End-to-End Sparse 3D Object Detector


Mar 18, 2021
Zili Liu, Guodong Xu, Honghui Yang, Haifeng Liu, Deng Cai


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DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network


Mar 15, 2021
Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He

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* 10 pages, 6 figures 
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ES-Net: Erasing Salient Parts to Learn More in Re-Identification


Mar 10, 2021
Dong Shen, Shuai Zhao, Jinming Hu, Hao Feng, Deng Cai, Xiaofei He

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* IEEE Transactions on Image Processing, vol. 30, pp. 1676-1686, 2021 
 * 11 pages, 6 figures. Accepted for publication in IEEE Transactions on Image Processing 2021 
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Non-Autoregressive Text Generation with Pre-trained Language Models


Feb 16, 2021
Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier

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* Accepted to EACL 2021 
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Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification


Feb 07, 2021
Hao Feng, Minghao Chen, Jinming Hu, Dong Shen, Haifeng Liu, Deng Cai

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* 10 pages, 3 figures. Accepted for publication in IEEE Transactions on Image Processing 2021 
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Dialogue Response Selection with Hierarchical Curriculum Learning


Dec 29, 2020
Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang

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SplitNet: Divide and Co-training


Dec 29, 2020
Shuai Zhao, Liguang Zhou, Wenxiao Wang, Deng Cai, Tin Lun Lam, Yangsheng Xu

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Narrative Incoherence Detection


Dec 21, 2020
Deng Cai, Yizhe Zhang, Yichen Huang, Wai Lam, Bill Dolan

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EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications


Nov 23, 2020
Minghui Qiu, Peng Li, Hanjie Pan, Chengyu Wang, Ang Wang, Cen Chen, Yaliang Li, Dehong Gao, Jun Huang, Yong Li, Jun Yang, Deng Cai, Wei Lin

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* 4 pages 
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Spherical Knowledge Distillation


Oct 29, 2020
Jia Guo, Minghao Chen, Yao Hu, Chen Zhu, Xiaofei He, Deng Cai

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Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving


Oct 21, 2020
Liang Peng, Dan Deng, Deng Cai

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Accelerate Your CNN from Three Dimensions: A Comprehensive Pruning Framework


Oct 10, 2020
Wenxiao Wang, Minghao Chen, Shuai Zhao, Jinming Hu, Boxi Wu, Zhengxu Yu, Deng Cai, Haifeng Liu

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* 9 pages, 3 figures 
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Does Network Width Really Help Adversarial Robustness?


Oct 03, 2020
Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu

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* 19 pages, 4 tables, 4 figures 
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Interpretable Real-Time Win Prediction for Honor of Kings, a Popular Mobile MOBA Esport


Sep 04, 2020
Zelong Yang, Zhufeng Pan, Yan Wang, Deng Cai, Shuming Shi, Shao-Lun Huang, Xiaojiang Liu

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* 8 pages, 6 figures 
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RESA: Recurrent Feature-Shift Aggregator for Lane Detection


Aug 31, 2020
Tu Zheng, Hao Fang, Yi Zhang, Wenjian Tang, Zheng Yang, Haifeng Liu, Deng Cai

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Apparel-invariant Feature Learning for Apparel-changed Person Re-identification


Aug 17, 2020
Zhengxu Yu, Yilun Zhao, Bin Hong, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua

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* 10 pages 
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Learning to Caricature via Semantic Shape Transform


Aug 13, 2020
Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Yu-Ting Chang, Yijun Li, Deng Cai, Ming-Hsuan Yang

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* Submitted to IJCV, code and model are available at https://github.com/wenqingchu/Semantic-CariGANs/ 
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Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach


Aug 10, 2020
Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri

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* Submitted to ACM MM '20, October 12-16, 2020, Seattle, WA, USA 
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Stable Learning via Causality-based Feature Rectification


Jul 30, 2020
Zhengxu Yu, Pengfei Wang, Junkai Xu, Liang Xie, Zhongming Jin, Jianqiang Huang, Xiaofei He, Deng Cai, Xian-Sheng Hua

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* 10 pages 
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Adversarial Mutual Information for Text Generation


Jun 30, 2020
Boyuan Pan, Yazheng Yang, Kaizhao Liang, Bhavya Kailkhura, Zhongming Jin, Xian-Sheng Hua, Deng Cai, Bo Li

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* Published at ICML 2020 
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AMR Parsing via Graph-Sequence Iterative Inference


Apr 29, 2020
Deng Cai, Wai Lam

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* ACL2020 
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Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection


Apr 28, 2020
Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Hai-Tao Zheng, Shuming Shi

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