Learned Greedy Method (LGM): A Novel Neural Architecture for Sparse
Coding and Beyond

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Learned Greedy Method (LGM): A Novel Neural Architecture for Sparse Coding and Beyond

14 October 2020

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Papers citing "Learned Greedy Method (LGM): A Novel Neural Architecture for Sparse Coding and Beyond"

16 / 16 papers shown

Title
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 102 1,022 0 22 Dec 2019
Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration Bruno Lecouat Jean Ponce Julien Mairal 53 1 0 05 Dec 2019
Deep K-SVD Denoising M. Scetbon Michael Elad P. Milanfar SupR 89 108 0 28 Sep 2019
Rethinking the CSC Model for Natural Images Dror Simon Michael Elad 40 91 0 12 Sep 2019
Progressive Image Deraining Networks: A Better and Simpler Baseline Dongwei Ren W. Zuo Q. Hu Peng Fei Zhu Deyu Meng 136 789 0 26 Jan 2019
Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds Xiaohan Chen Jialin Liu Zhangyang Wang W. Yin 77 235 0 29 Aug 2018
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 138 2,127 0 11 Oct 2017
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 147 1,981 0 07 Dec 2016
The Little Engine that Could: Regularization by Denoising (RED) Yaniv Romano Michael Elad P. Milanfar DiffM 108 805 0 09 Nov 2016
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 145 7,016 0 13 Aug 2016
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 166 8,099 0 31 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Group-based Sparse Representation for Image Restoration Jian Zhang Debin Zhao Wen Gao 53 672 0 14 May 2014
Shift-Invariance Sparse Coding for Audio Classification Roger C. Grosse Rajat Raina H. Kwong A. Ng 81 261 0 20 Jun 2012
Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization W. Dong Lei Zhang Guangming Shi Xiaolin Wu 96 1,356 0 06 Dec 2010
Coherence-Based Performance Guarantees for Estimating a Sparse Vector Under Random Noise Z. Ben-Haim Yonina C. Eldar Michael Elad 170 255 0 26 Mar 2009

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