Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis von Bao, Chenglong, Ji, Hui, Quan, Yuhui, Shen, Zuowei

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A Singular Value Thresholding Algorithm for Matrix Completion von Cai, Jian-Feng, Candès, Emmanuel J., Shen, Zuowei

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Framelet-Based Blind Motion Deblurring From a Single Image von Cai, Jian-Feng, Ji, Hui, Liu, Chaoqiang, Shen, Zuowei

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Sparse Estimation: An MMSE Approach von Pang, Tongyao, Shen, Zuowei

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CONVERGENCE OF THE LINEARIZED BREGMAN ITERATION FOR l₁-NORM MINIMIZATION von CAI, JIAN-FENG, OSHER, STANLEY, SHEN, ZUOWEI

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Split Bregman Methods and Frame Based Image Restoration von Cai, Jian-Feng, Osher, Stanley, Shen, Zuowei

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Robust video denoising using low rank matrix completion von Hui Ji, Chaoqiang Liu, Zuowei Shen, Yuhong Xu

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Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study von Jian-Feng Cai, Xun Jia, Hao Gao, Jiang, Steve B., Zuowei Shen, Hongkai Zhao

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Linearized Bregman iterations for compressed sensing von Cai, Jian-Feng, Osher, Stanley, Shen, Zuowei

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Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation von Ji, Hui, Huang, Sibin, Shen, Zuowei, Xu, Yuhong

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Blind motion deblurring using multiple images von Cai, Jian-Feng, Ji, Hui, Liu, Chaoqiang, Shen, Zuowei

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Deconvolution: a wavelet frame approach von Chai, Anwei, Shen, Zuowei

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ADAPTIVE MULTIRESOLUTION ANALYSIS STRUCTURES AND SHEARLET SYSTEMS von HAN, BIN, KUTYNIOK, GITTA, SHEN, ZUOWEI

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ROBUST FRAME BASED X-RAY CT RECONSTRUCTION von Li, Jia, Miao, Chuang, Shen, Zuowei, Wang, Ge, Yu, Hengyong

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Neural network approximation: Three hidden layers are enough von Shen, Zuowei, Yang, Haizhao, Zhang, Shijun

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Linearized Bregman Iterations for Frame-Based Image Deblurring von Cai, Jian-Feng, Osher, Stanley, Shen, Zuowei

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Optimal approximation rate of ReLU networks in terms of width and depth von Shen, Zuowei, Yang, Haizhao, Zhang, Shijun

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Wavelet frame based surface reconstruction from unorganized points von Dong, Bin, Shen, Zuowei

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Deep Network With Approximation Error Being Reciprocal of Width to Power of Square Root of Depth von Shen, Zuowei, Yang, Haizhao, Zhang, Shijun

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Blind motion deblurring from a single image using sparse approximation von Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen

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