Convolutional Dictionary Learning: Acceleration and Convergence

Convolutional Dictionary Learning: Acceleration and Convergence

3 July 2017

Il Yong Chun

Jeffrey A. Fessler

Papers citing "Convolutional Dictionary Learning: Acceleration and Convergence"

16 / 16 papers shown

Title
Convolutional Dictionary Learning by End-To-End Training of Iterative Neural Networks A. Kofler Christian Wald T. Schaeffter Markus Haltmeier C. Kolbitsch 27 1 0 09 Jun 2022
Convolutional Analysis Operator Learning by End-To-End Training of Iterative Neural Networks A. Kofler Christian Wald T. Schaeffter Markus Haltmeier C. Kolbitsch 26 1 0 04 Mar 2022
Learning Multiscale Convolutional Dictionaries for Image Reconstruction Tianlin Liu Anadi Chaman David Belius Ivan Dokmanić 25 27 0 25 Nov 2020
When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data Hao Tang Hong Liu Wei Xiao N. Sebe 23 73 0 21 May 2020
Momentum-Net for Low-Dose CT Image Reconstruction Siqi Ye Y. Long Il Yong Chun 16 8 0 27 Feb 2020
Learning Deep Analysis Dictionaries -- Part II: Convolutional Dictionaries Jun-Jie Huang Pier Luigi Dragotti 31 1 0 31 Jan 2020
Convolutional Dictionary Pair Learning Network for Image Representation Learning Zhao Zhang Yulin Sun Yang Wang Zhengjun Zha Shuicheng Yan Meng Wang 27 6 0 17 Dec 2019
Short-and-Sparse Deconvolution -- A Geometric Approach Yenson Lau Qing Qu Han-Wen Kuo Pengcheng Zhou Yuqian Zhang John N. Wright 33 29 0 28 Aug 2019
Momentum-Net: Fast and convergent iterative neural network for inverse problems Il Yong Chun Zhengyu Huang Hongki Lim Jeffrey A. Fessler 24 81 0 26 Jul 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 15 239 0 04 Apr 2019
Deep BCD-Net Using Identical Encoding-Decoding CNN Structures for Iterative Image Recovery Il Yong Chun Jeffrey A. Fessler 25 70 0 20 Feb 2018
Convolutional Analysis Operator Learning: Acceleration and Convergence Il Yong Chun Jeffrey A. Fessler 40 47 0 15 Feb 2018
Convolutional Dictionary Learning: A Comparative Review and New Algorithms Cristina Garcia-Cardona B. Wohlberg 21 176 0 09 Sep 2017
First and Second Order Methods for Online Convolutional Dictionary Learning Jialin Liu Cristina Garcia-Cardona B. Wohlberg W. Yin 35 27 0 31 Aug 2017
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 59 284 0 27 Jul 2016
Deconvolving Images with Unknown Boundaries Using the Alternating Direction Method of Multipliers Mariana S. C. Almeida Mário A. T. Figueiredo 52 159 0 09 Oct 2012