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Deng Cai

Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification


Jun 10, 2021
Yang Liu, Weifeng Zhang, Chao Xiang, Tu Zheng, Deng Cai

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* 17 pages 
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Salient Object Ranking with Position-Preserved Attention


Jun 10, 2021
Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He

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Attacking Adversarial Attacks as A Defense


Jun 09, 2021
Boxi Wu, Heng Pan, Li Shen, Jindong Gu, Shuai Zhao, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu

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Neural Machine Translation with Monolingual Translation Memory


Jun 02, 2021
Deng Cai, Yan Wang, Huayang Li, Wai Lam, Lemao Liu

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* ACL2021 
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Assessing Dialogue Systems with Distribution Distances


May 27, 2021
Jiannan Xiang, Yahui Liu, Deng Cai, Huayang Li, Defu Lian, Lemao Liu

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* Findings of ACL 2021 
 * 7 pages, 2 figures 
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Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering


May 25, 2021
Weiwen Xu, Huihui Zhang, Deng Cai, Wai Lam

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* Accepted by Findings of ACL 2021 
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Discriminative-Generative Dual Memory Video Anomaly Detection


Apr 29, 2021
Xin Guo, Zhongming Jin, Chong Chen, Helei Nie, Jianqiang Huang, Deng Cai, Xiaofei He, Xiansheng Hua

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Lidar Point Cloud Guided Monocular 3D Object Detection


Apr 19, 2021
Liang Peng, Fei Liu, Zhengxu Yu, Senbo Yan, Dan Deng, Deng Cai

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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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