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Shichao Cheng

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Converged Deep Framework Assembling Principled Modules for CS-MRI

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

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A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI

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

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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

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Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond

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

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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

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Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework

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

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