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Learning Cross-Scale Prediction for Efficient Neural Video Compression


Dec 26, 2021
Zongyu Guo, Runsen Feng, Zhizheng Zhang, Xin Jin, Zhibo Chen

* Preprint 

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SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation


Dec 06, 2021
Shiqi Lin, Zhizheng Zhang, Xin Li, Wenjun Zeng, Zhibo Chen


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Confounder Identification-free Causal Visual Feature Learning


Nov 26, 2021
Xin Li, Zhizheng Zhang, Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Xin Jin, Zhibo Chen

* 14 pages, 10 figures 

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Few-Shot Real Image Restoration via Distortion-Relation Guided Transfer Learning


Nov 25, 2021
Xin Li, Xin Jin, Jun Fu, Xiaoyuan Yu, Bei Tong, Zhibo Chen

* 13 pages, first paper for few-shot real image restoration 

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Meta Clustering Learning for Large-scale Unsupervised Person Re-identification


Nov 19, 2021
Xin Jin, Tianyu He, Zhiheng Yin, Xu Shen, Tongliang Liu, Xinchao Wang, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen


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Texture-enhanced Light Field Super-resolution with Spatio-Angular Decomposition Kernels


Nov 07, 2021
Zexi Hu, Xiaoming Chen, Henry Wing Fung Yeung, Yuk Ying Chung, Zhibo Chen


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Versatile Learned Video Compression


Nov 05, 2021
Runsen Feng, Zongyu Guo, Zhizheng Zhang, Zhibo Chen


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ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation


Jun 21, 2021
Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhibo Chen


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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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