Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Siwei Ma

COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing


Jul 15, 2021
Di You, Jian Zhang, Jingfen Xie, Bin Chen, Siwei Ma

* IEEE Transactions on Image Processing, vol. 30, pp. 6066-6080, 2021 
* Published in IEEE Transactions on Image Processing, 2021 

  Access Paper or Ask Questions

Post-Training Quantization for Vision Transformer


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Visual Analysis Motivated Rate-Distortion Model for Image Coding


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


  Access Paper or Ask Questions

Thousand to One: Semantic Prior Modeling for Conceptual Coding


Mar 16, 2021
Jianhui Chang, Zhenghui Zhao, Lingbo Yang, Chuanmin Jia, Jian Zhang, Siwei Ma

* ICME 2021 ORAL accepted 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Conceptual Compression via Deep Structure and Texture Synthesis


Nov 10, 2020
Jianhui Chang, Zhenghui Zhao, Chuanmin Jia, Shiqi Wang, Lingbo Yang, Jian Zhang, Siwei Ma

* 11 pages, 9 figures 

  Access Paper or Ask Questions

Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors


Nov 03, 2020
Qi Mao, Hsin-Ying Lee, Hung-Yu Tseng, Jia-Bin Huang, Siwei Ma, Ming-Hsuan Yang

* Website: https://helenmao.github.io/SAVI2I/ Code: https://github.com/HelenMao/SAVI2I 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


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


  Access Paper or Ask Questions

A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification


Jul 03, 2020
Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang

* Accepted by IJCAI2020 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Masked Non-Autoregressive Image Captioning


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


  Access Paper or Ask Questions

Self-critical n-step Training for Image Captioning


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

* CVPR2019 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis


Apr 03, 2019
Qi Mao, Hsin-Ying Lee, Hung-Yu Tseng, Siwei Ma, Ming-Hsuan Yang

* CVPR 2019. Code: https://github.com/HelenMao/MSGAN 

  Access Paper or Ask Questions

Scalable Facial Image Compression with Deep Feature Reconstruction


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


  Access Paper or Ask Questions

Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding


May 03, 2018
Xiang Zhang, Jiarui Sun, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao

* IEEE Transactions on Image Processing 27 (2018) 3753-3765 

  Access Paper or Ask Questions

Image Restoration Using Joint Statistical Modeling in Space-Transform Domain


May 11, 2014
Jian Zhang, Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao

* 14 pages, 18 figures, 7 Tables, to be published in IEEE Transactions on Circuits System and Video Technology (TCSVT). High resolution pdf version and Code can be found at: http://idm.pku.edu.cn/staff/zhangjian/IRJSM/ 

  Access Paper or Ask Questions

Improved Total Variation based Image Compressive Sensing Recovery by Nonlocal Regularization


Dec 26, 2012
Jian Zhang, Shaohui Liu, Debin Zhao, Ruiqin Xiong, Siwei Ma

* 4 Pages, 1 figures, 3 tables, to be published at IEEE Int. Symposium of Circuits and Systems (ISCAS) 2013 

  Access Paper or Ask Questions

High Quality Image Interpolation via Local Autoregressive and Nonlocal 3-D Sparse Regularization


Dec 25, 2012
Xinwei Gao, Jian Zhang, Feng Jiang, Xiaopeng Fan, Siwei Ma, Debin Zhao

* 4 pages, 5 figures, 2 tables, to be published at IEEE Visual Communications and Image Processing (VCIP) 2012 

  Access Paper or Ask Questions

Image Super-Resolution via Dual-Dictionary Learning And Sparse Representation


Aug 18, 2012
Jian Zhang, Chen Zhao, Ruiqin Xiong, Siwei Ma, Debin Zhao

* 4 pages, 4 figures, 1 table, to be published at IEEE Int. Symposium of Circuits and Systems (ISCAS) 2012 

  Access Paper or Ask Questions