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Improving Robustness and Accuracy via Relative Information Encoding in 3D Human Pose Estimation


Jul 29, 2021
Wenkang Shan, Haopeng Lu, Shanshe Wang, Xinfeng Zhang, Wen Gao

* In Proceedings of the 29th ACM International Conference on Multimedia (MM '21) 

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Post-Training Quantization for Vision Transformer


Jun 27, 2021
Zhenhua Liu, Yunhe Wang, Kai Han, Siwei Ma, Wen Gao


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Rate Distortion Characteristic Modeling for Neural Image Compression


Jun 24, 2021
Chuanmin Jia, Ziqing Ge, Shanshe Wang, Siwei Ma, Wen Gao

* 13 pages, 7 figures 

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Progressive Stage-wise Learning for Unsupervised Feature Representation Enhancement


Jun 11, 2021
Zefan Li, Chenxi Liu, Alan Yuille, Bingbing Ni, Wenjun Zhang, Wen Gao

* Accepted by the IEEE conference on computer vision and pattern recognition. 2021 

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Recent Standard Development Activities on Video Coding for Machines


May 26, 2021
Wen Gao, Shan Liu, Xiaozhong Xu, Manouchehr Rafie, Yuan Zhang, Igor Curcio

* 13 pages 

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Sub-sampled Cross-component Prediction for Emerging Video Coding Standards


Dec 30, 2020
Junru Li, Meng Wang, Li Zhang, Shiqi Wang, Kai Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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Intrinsic Temporal Regularization for High-resolution Human Video Synthesis


Dec 11, 2020
Lingbo Yang, Zhanning Gao, Peiran Ren, Siwei Ma, Wen Gao

* 10 pages, work done during internship at Alibaba DAMO Academy 

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Pre-Trained Image Processing Transformer


Dec 03, 2020
Hanting Chen, Yunhe Wang, Tianyu Guo, Chang Xu, Yiping Deng, Zhenhua Liu, Siwei Ma, Chunjing Xu, Chao Xu, Wen Gao


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Deinterlacing Network for Early Interlaced Videos


Nov 27, 2020
Yang Zhao, Wei Jia, Ronggang Wang, Xiaoping Liu, Xuesong Gao, Weiqiang Chen, Wen Gao

* 10 pages, 10 figures 

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Implicit Subspace Prior Learning for Dual-Blind Face Restoration


Oct 12, 2020
Lingbo Yang, Pan Wang, Zhanning Gao, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao

* TPAMI submission 

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Progressive Multi-Scale Residual Network for Single Image Super-Resolution


Jul 19, 2020
Yuqing Liu, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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Towards Fine-grained Human Pose Transfer with Detail Replenishing Network


May 26, 2020
Lingbo Yang, Pan Wang, Chang Liu, Zhanning Gao, Peiran Ren, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Xiansheng Hua, Wen Gao

* IEEE TIP submission 

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Region-adaptive Texture Enhancement for Detailed Person Image Synthesis


May 26, 2020
Lingbo Yang, Pan Wang, Xinfeng Zhang, Shanshe Wang, Zhanning Gao, Peiran Ren, Xuansong Xie, Siwei Ma, Wen Gao

* Accepted in ICME 2020 oral, Recommended for TMM journal 

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Location-Aware Feature Selection Text Detection Network


May 26, 2020
Zengyuan Guo, Zilin Wang, Zhihui Wang, Wanli Ouyang, Haojie Li, Wen Gao

* 10 pages, 7 figures, 5 tables 

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Iterative Network for Image Super-Resolution


May 20, 2020
Yuqing Liu, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma, Wen Gao

* 12 pages, 14 figures 

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HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment


May 11, 2020
Lingbo Yang, Chang Liu, Pan Wang, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao


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SegaBERT: Pre-training of Segment-aware BERT for Language Understanding


Apr 30, 2020
He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Ming Li


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Location-Aware Feature Selection for Scene Text Detection


Apr 23, 2020
Zengyuan Guo, Zilin Wang, Zhihui Wang, Wanli Ouyang, Haojie Li, Wen Gao

* 9 pages, 7 figures, 6 tables 

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Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression


Apr 21, 2020
Shurun Wang, Shiqi Wang, Wenhan Yang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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Semantics of the Unwritten


Apr 05, 2020
He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Jie Liu, Ming Li


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Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis


Mar 18, 2020
Ruifeng Shi, Deming Zhai, Xianming Liu, Junjun Jiang, Wen Gao


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Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics


Jan 13, 2020
Ling-Yu Duan, Jiaying Liu, Wenhan Yang, Tiejun Huang, Wen Gao


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Global-Local Temporal Representations For Video Person Re-Identification


Aug 27, 2019
Jianing Li, Jingdong Wang, Qi Tian, Wen Gao, Shiliang Zhang

* ICCV2019 

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Towards Digital Retina in Smart Cities: A Model Generation, Utilization and Communication Paradigm


Jul 31, 2019
Yihang Lou, Ling-Yu Duan, Yong Luo, Ziqian Chen, Tongliang Liu, Shiqi Wang, Wen Gao

* 6 pages, 6 figures 

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FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare


Jul 22, 2019
Yiqiang Chen, Jindong Wang, Chaohui Yu, Wen Gao, Xin Qin

* IJCAI-19 Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (IJCAI (FML)) 2019 

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Single Image Blind Deblurring Using Multi-Scale Latent Structure Prior


Jun 11, 2019
Yuanchao Bai, Huizhu Jia, Ming Jiang, Xianming Liu, Xiaodong Xie, Wen Gao

* To appear in IEEE Transactions on Circuits and Systems for Video Technology, 2019; Image downsampling makes a good prior for fast blind image deblurring 

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Masked Non-Autoregressive Image Captioning


Jun 03, 2019
Junlong Gao, Xi Meng, Shiqi Wang, Xia Li, Shanshe Wang, Siwei Ma, Wen Gao


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Self-critical n-step Training for Image Captioning


Apr 15, 2019
Junlong Gao, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao

* CVPR2019 

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Scalable Facial Image Compression with Deep Feature Reconstruction


Mar 14, 2019
Shurun Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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