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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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Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration

Jul 22, 2020
Xin Li, Xin Jin, Jianxin Lin, Tao Yu, Sen Liu, Yaojun Wu, Wei Zhou, Zhibo Chen

* Accepted by ECCV2020 

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Feature Alignment and Restoration for Domain Generalization and Adaptation

Jun 22, 2020
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen


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Rethinking Classification Loss Designs for Person Re-identification with a Unified View

Jun 08, 2020
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shif-Fu Chang


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Residual Squeeze-and-Excitation Network for Fast Image Deraining

Jun 01, 2020
Jun Fu, Jianfeng Xu, Kazuyuki Tasaka, Zhibo Chen

* 7 pages, 5 figures 

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Global Distance-distributions Separation for Unsupervised Person Re-identification

Jun 01, 2020
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen


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Style Normalization and Restitution for Generalizable Person Re-identification

May 22, 2020
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Li Zhang

* Accepted by CVPR2020 

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Multi-scale Grouped Dense Network for VVC Intra Coding

May 16, 2020
Xin Li, Simeng Sun, Zhizheng Zhang, Zhibo Chen


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Blind Quality Assessment for Image Superresolution Using Deep Two-Stream Convolutional Networks

Apr 13, 2020
Wei Zhou, Qiuping Jiang, Yuwang Wang, Zhibo Chen, Weiping Li


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TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images

Apr 09, 2020
Jianxin Lin, Yingxue Pang, Yingce Xia, Zhibo Chen, Jiebo Luo

* 19 pages, 12 figures 

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Multi-Granularity Reference-Aided Attentive Feature Aggregation for Video-based Person Re-identification

Mar 27, 2020
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen

* Accepted by CVPR2020 

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Prior-enlightened and Motion-robust Video Deblurring

Mar 26, 2020
Ya Zhou, Jianfeng Xu, Kazuyuki Tasaka, Zhibo Chen, Weiping Li

* 26 pages, 13 figures, and 7 tables 

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SASL: Saliency-Adaptive Sparsity Learning for Neural Network Acceleration

Mar 12, 2020
Jun Shi, Jianfeng Xu, Kazuyuki Tasaka, Zhibo Chen


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VESR-Net: The Winning Solution to Youku Video Enhancement and Super-Resolution Challenge

Mar 04, 2020
Jiale Chen, Xu Tan, Chaowei Shan, Sen Liu, Zhibo Chen

* The champion of Youku-VESR challenge 

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Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification

Jan 21, 2020
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen

* Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) 

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Memorize, Then Recall: A Generative Framework for Low Bit-rate Surveillance Video Compression

Dec 30, 2019
Yaojun Wu, Tianyu He, Zhibo Chen

* In submission to a conference 

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Region Normalization for Image Inpainting

Nov 23, 2019
Tao Yu, Zongyu Guo, Xin Jin, Shilin Wu, Zhibo Chen, Weiping Li, Zhizheng Zhang, Sen Liu

* Accepted by AAAI-2020 

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Reinforced Bit Allocation under Task-Driven Semantic Distortion Metrics

Oct 16, 2019
Jun Shi, Zhibo Chen


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Tensor Oriented No-Reference Light Field Image Quality Assessment

Sep 05, 2019
Wei Zhou, Likun Shi, Zhibo Chen


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No-Reference Light Field Image Quality Assessment Based on Spatial-Angular Measurement

Aug 17, 2019
Likun Shi, Wei Zhou, Zhibo Chen


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A Coarse-to-Fine Framework for Learned Color Enhancement with Non-Local Attention

Jul 20, 2019
Chaowei Shan, Zhizheng Zhang, Zhibo Chen

* To appear in ICIP19 

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Stereoscopic Omnidirectional Image Quality Assessment Based on Predictive Coding Theory

Jun 12, 2019
Zhibo Chen, Jiahua Xu, Chaoyi Lin, Wei Zhou


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ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation

Jun 01, 2019
Jianxin Lin, Yingce Xia, Sen Liu, Tao Qin, Zhibo Chen

* 10 pages, 7 figures 

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Learning to Transfer: Unsupervised Meta Domain Translation

Jun 01, 2019
Jianxin Lin, Yijun Wang, Yingce Xia, Tianyu He, Zhibo Chen

* 9 pages, 2 figures 

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