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Learning a Proposal Classifier for Multiple Object Tracking


Mar 26, 2021
Peng Dai, Renliang Weng, Wongun Choi, Changshui Zhang, Zhangping He, Wei Ding

* Accepted at CVPR 2021, Poster, EEE/CVF Conference on Computer Vision and Pattern Recognition 

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Recent Advances in Large Margin Learning


Mar 25, 2021
Yiwen Guo, Changshui Zhang

* 8 pages, 3 figures 

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Prioritized Architecture Sampling with Monto-Carlo Tree Search


Mar 22, 2021
Xiu Su, Tao Huang, Yanxi Li, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Accepted by CVPR2021. We also release a NAS benchmark on the one-shot MobileNetV2 search space 

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Locally Free Weight Sharing for Network Width Search


Feb 24, 2021
Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Accepted by ICLR 2021 Spotlight 

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Sill-Net: Feature Augmentation with Separated Illumination Representation


Feb 06, 2021
Haipeng Zhang, Zhong Cao, Ziang Yan, Changshui Zhang


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Explicitly Learning Topology for Differentiable Neural Architecture Search


Nov 18, 2020
Tao Huang, Shan You, Yibo Yang, Zhuozhuo Tu, Fei Wang, Chen Qian, Changshui Zhang


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Extreme Value Preserving Networks


Nov 17, 2020
Mingjie Sun, Jianguo Li, Changshui Zhang


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Data Agnostic Filter Gating for Efficient Deep Networks


Oct 28, 2020
Xiu Su, Shan You, Tao Huang, Hongyan Xu, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu


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Learning Fast Approximations of Sparse Nonlinear Regression


Oct 26, 2020
Yuhai Song, Zhong Cao, Kailun Wu, Ziang Yan, Changshui Zhang


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Robust Finite Mixture Regression for Heterogeneous Targets


Oct 12, 2020
Jian Liang, Kun Chen, Ming Lin, Changshui Zhang, Fei Wang

* Data Mining and Knowledge Discovery, volume 32, pages 1509 to 1560, year 2018 

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Learning from Very Few Samples: A Survey


Sep 12, 2020
Jiang Lu, Pinghua Gong, Jieping Ye, Changshui Zhang

* 30 pages 

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On Connections between Regularizations for Improving DNN Robustness


Jul 04, 2020
Yiwen Guo, Long Chen, Yurong Chen, Changshui Zhang

* Accepted by TPAMI 

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Road Network Metric Learning for Estimated Time of Arrival


Jun 24, 2020
Yiwen Sun, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye

* Accepted by 25th International Conference on Pattern Recognition (ICPR 2020) 

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xOrder: A Model Agnostic Post-Processing Framework for Achieving Ranking Fairness While Maintaining Algorithm Utility


Jun 16, 2020
Sen Cui, Weishen Pan, Changshui Zhang, Fei Wang

* change the places of the last four figures 

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FMA-ETA: Estimating Travel Time Entirely Based on FFN With Attention


Jun 07, 2020
Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Ziang Yan, Changshui Zhang, Jieping Ye


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Fusion Recurrent Neural Network


Jun 07, 2020
Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye


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Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting


Apr 23, 2020
Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye

* 7 pages, 5 figures 

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Boosting Semantic Human Matting with Coarse Annotations


Apr 10, 2020
Jinlin Liu, Yuan Yao, Wendi Hou, Miaomiao Cui, Xuansong Xie, Changshui Zhang, Xian-sheng Hua


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GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet


Mar 25, 2020
Shan You, Tao Huang, Mingmin Yang, Fei Wang, Chen Qian, Changshui Zhang

* To appear in CVPR 2020 

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RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning


Feb 08, 2020
Nan Jiang, Sheng Jin, Zhiyao Duan, Changshui Zhang


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Adversarial Margin Maximization Networks


Nov 14, 2019
Ziang Yan, Yiwen Guo, Changshui Zhang

* 11 pages + 1 page appendix, accepted by T-PAMI 

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What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues


Sep 01, 2019
Xintong Yu, Hongming Zhang, Yangqiu Song, Yan Song, Changshui Zhang

* 10 pages, 7 figures. Accepted by EMNLP 2019 

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Self-reinforcing Unsupervised Matching


Aug 23, 2019
Jiang Lu, Lei Li, Changshui Zhang

* 15 pages 

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Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks


Jun 11, 2019
Ziang Yan, Yiwen Guo, Changshui Zhang

* 10 pages + 3 pages supplementary material 

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Deep Likelihood Network for Image Restoration with Multiple Degradations


Apr 19, 2019
Yiwen Guo, Wangmeng Zuo, Changshui Zhang, Yurong Chen

* 10 pages, 4 figures 

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Knowledge Distillation from Few Samples


Dec 05, 2018
Tianhong Li, Jianguo Li, Zhuang Liu, Changshui Zhang


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Sparse DNNs with Improved Adversarial Robustness


Oct 23, 2018
Yiwen Guo, Chao Zhang, Changshui Zhang, Yurong Chen

* To appear in NIPS2018 

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