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 Shichao Cheng

Converged Deep Framework Assembling Principled Modules for CS-MRI


Oct 29, 2019
Risheng Liu, Yuxi Zhang, Shichao Cheng, Zhongxuan Luo, Xin Fan


  Access Paper or Ask Questions

A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI


Nov 13, 2018
Risheng Liu, Yuxi Zhang, Shichao Cheng, Xin Fan, Zhongxuan Luo


  Access Paper or Ask Questions

On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems


Aug 16, 2018
Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhouchen Lin, Zhongxuan Luo


  Access Paper or Ask Questions

Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond


Jul 31, 2018
Risheng Liu, Yi He, Shichao Cheng, Xin Fan, Zhongxuan Luo


  Access Paper or Ask Questions

Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization


Apr 28, 2018
Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhongxuan Luo


  Access Paper or Ask Questions

Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework


Dec 15, 2017
Risheng Liu, Xin Fan, Shichao Cheng, Xiangyu Wang, Zhongxuan Luo


  Access Paper or Ask Questions