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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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Visual Analysis Motivated Rate-Distortion Model for Image Coding


Apr 21, 2021
Zhimeng Huang, Chuanmin Jia, Shanshe Wang, Siwei Ma


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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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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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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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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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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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Image and Video Compression with Neural Networks: A Review


Apr 10, 2019
Siwei Ma, Xinfeng Zhang, Chuanmin Jia, Zhenghui Zhao, Shiqi Wang, Shanshe Wang

* Accepted by IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT) as transactions paper 

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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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