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PlayVirtual: Augmenting Cycle-Consistent Virtual Trajectories for Reinforcement Learning


Jun 08, 2021
Tao Yu, Cuiling Lan, Wenjun Zeng, Mingxiao Feng, Zhibo Chen


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Task-driven Semantic Coding via Reinforcement Learning


Jun 07, 2021
Xin Li, Jun Shi, Zhibo Chen

* 13 pages, accepted by IEEE Transactions on Image Processing (TIP) 

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Adaptive Hypergraph Convolutional Network for No-Reference 360-degree Image Quality Assessment


May 19, 2021
Jun Fu, Chen Hou, Wei Zhou, Jiahua Xu, Zhibo Chen

* 10 pages 

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Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness


May 15, 2021
Wei Zhou, Zhou Wang, Zhibo Chen

* Accepted by QoMEX 2021 

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Soft then Hard: Rethinking the Quantization in Neural Image Compression


May 13, 2021
Zongyu Guo, Zhizheng Zhang, Runsen Feng, Zhibo Chen

* Accepted to ICML 2021, with supplementary materials 

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Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization


Apr 18, 2021
Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen


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Bayesian Graph Convolutional Network for Traffic Prediction


Apr 01, 2021
Jun Fu, Wei Zhou, Zhibo Chen

* 9 pages 

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Disentanglement-based Cross-Domain Feature Augmentation for Effective Unsupervised Domain Adaptive Person Re-identification


Mar 25, 2021
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Quanzeng You, Zicheng Liu, Kecheng Zheng, Zhibo Chen


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MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation


Mar 25, 2021
Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhibo Chen

* Accepted by CVPR2021 

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Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation


Mar 22, 2021
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen


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Patch AutoAugment


Mar 20, 2021
Shiqi Lin, Tao Yu, Ruoyu Feng, Zhibo Chen


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Dense Interaction Learning for Video-based Person Re-identification


Mar 18, 2021
Tianyu He, Xin Jin, Xu Shen, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua

* Technical report, 12 pages 

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No-Reference Quality Assessment for 360-degree Images by Analysis of Multi-frequency Information and Local-global Naturalness


Feb 22, 2021
Wei Zhou, Jiahua Xu, Qiuping Jiang, Zhibo Chen


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Image-to-Image Translation: Methods and Applications


Jan 21, 2021
Yingxue Pang, Jianxin Lin, Tao Qin, Zhibo Chen

* 19 pages, 17 figures 

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Learned Block-based Hybrid Image Compression


Jan 18, 2021
Yaojun Wu, Xin Li, Zhizheng Zhang, Xin Jin, Zhibo Chen

* 9 pages, 11 figures 

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Learning Omni-frequency Region-adaptive Representations for Real Image Super-Resolution


Jan 10, 2021
Xin Li, Xin Jin, Tao Yu, Yingxue Pang, Simeng Sun, Zhizheng Zhang, Zhibo Chen

* Accepted by AAAI2021 

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Style Normalization and Restitution for DomainGeneralization and Adaptation


Jan 03, 2021
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen

* Conference version: Style Normalization and Restitution for Generalizable Person Re-identification, published on CVPR-2020 

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Causal Contextual Prediction for Learned Image Compression


Dec 21, 2020
Zongyu Guo, Zhizheng Zhang, Runsen Feng, Zhibo Chen

* 11 pages, 12 figures 

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Deep Multi-Scale Features Learning for Distorted Image Quality Assessment


Dec 01, 2020
Wei Zhou, Zhibo Chen


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Latent-Separated Global Prediction for Learned Image Compression


Nov 19, 2020
Zongyu Guo, Zhizheng Zhang, Runsen Feng, Simeng Sun, Zhibo Chen

* 7 pages in main paper, with appendix 

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Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning


Nov 06, 2020
Yufan Jiang, Shuangzhi Wu, Jing Gong, Yahui Cheng, Peng Meng, Weiliang Lin, Zhibo Chen, Mu li


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Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters


Oct 20, 2020
Shaohuai Shi, Xianhao Zhou, Shutao Song, Xingyao Wang, Zilin Zhu, Xue Huang, Xinan Jiang, Feihu Zhou, Zhenyu Guo, Liqiang Xie, Rui Lan, Xianbin Ouyang, Yan Zhang, Jieqian Wei, Jing Gong, Weiliang Lin, Ping Gao, Peng Meng, Xiaomin Xu, Chenyang Guo, Bo Yang, Zhibo Chen, Yongjian Wu, Xiaowen Chu

* 13 pages 

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Bayesian Spatio-Temporal Graph Convolutional Network for Traffic Forecasting


Oct 15, 2020
Jun Fu, Wei Zhou, Zhibo Chen

* 7 pages 

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Uncertainty-Aware Few-Shot Image Classification


Oct 09, 2020
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang


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FAN: Frequency Aggregation Network for Real Image Super-resolution


Sep 30, 2020
Yingxue Pang, Xin Li, Xin Jin, Yaojun Wu, Jianzhao Liu, Sen Liu, Zhibo Chen

* 14 pages, 7 figures, presented as a workshop paper at AIM 2020 Challenge @ ECCV 2020 

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LIRA: Lifelong Image Restoration from Unknown Blended Distortions


Aug 19, 2020
Jianzhao Liu, Jianxin Lin, Xin Li, Wei Zhou, Sen Liu, Zhibo Chen

* ECCV2020 accepted 

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