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Convolutional Dictionary Learning via Local Processing

Convolutional Dictionary Learning via Local Processing

9 May 2017
Vardan Papyan
Yaniv Romano
Jeremias Sulam
Michael Elad
ArXiv (abs)PDFHTML

Papers citing "Convolutional Dictionary Learning via Local Processing"

47 / 47 papers shown
Title
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
Thomas Fel
Ekdeep Singh Lubana
Jacob S. Prince
M. Kowal
Victor Boutin
Isabel Papadimitriou
Binxu Wang
Martin Wattenberg
Demba Ba
Talia Konkle
76
8
0
18 Feb 2025
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment
Harrish Thasarathan
Julian Forsyth
Thomas Fel
M. Kowal
Konstantinos G. Derpanis
146
10
0
06 Feb 2025
l0-Regularized Sparse Coding-based Interpretable Network for Multi-Modal
  Image Fusion
l0-Regularized Sparse Coding-based Interpretable Network for Multi-Modal Image Fusion
Gargi Panda
Soumitra Kundu
Saumik Bhattacharya
Aurobinda Routray
74
0
0
07 Nov 2024
Fast Unsupervised Tensor Restoration via Low-rank Deconvolution
Fast Unsupervised Tensor Restoration via Low-rank Deconvolution
David Reixach
J. Morros
83
0
0
15 Jun 2024
Dictionary Learning under Symmetries via Group Representations
Dictionary Learning under Symmetries via Group Representations
Subhro Ghosh
A. R. Low
Yong Sheng Soh
Zhuohang Feng
Brendan K. Y. Tan
OOD
75
1
0
31 May 2023
Multi-dimensional Signal Recovery using Low-rank Deconvolution
Multi-dimensional Signal Recovery using Low-rank Deconvolution
David Reixach
77
1
0
03 May 2023
LRRNet: A Novel Representation Learning Guided Fusion Network for
  Infrared and Visible Images
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images
Hui Li
Tianyang Xu
Xiaojun Wu
Jiwen Lu
J. Kittler
3DV
107
180
0
11 Apr 2023
An Efficient Approximate Method for Online Convolutional Dictionary
  Learning
An Efficient Approximate Method for Online Convolutional Dictionary Learning
Farshad G. Veshki
S. Vorobyov
38
1
0
25 Jan 2023
Optimal Regularization for a Data Source
Optimal Regularization for a Data Source
Oscar Leong
Eliza O'Reilly
Yong Sheng Soh
V. Chandrasekaran
61
4
0
27 Dec 2022
Convolutional Dictionary Learning by End-To-End Training of Iterative
  Neural Networks
Convolutional Dictionary Learning by End-To-End Training of Iterative Neural Networks
A. Kofler
Christian Wald
T. Schaeffter
Markus Haltmeier
C. Kolbitsch
59
1
0
09 Jun 2022
Adversarial Distortion Learning for Medical Image Denoising
Adversarial Distortion Learning for Medical Image Denoising
Morteza Ghahremani
Mohammad Khateri
Alejandra Sierra
Jussi Tohka
MedIm
67
16
0
29 Apr 2022
WSEBP: A Novel Width-depth Synchronous Extension-based Basis Pursuit
  Algorithm for Multi-Layer Convolutional Sparse Coding
WSEBP: A Novel Width-depth Synchronous Extension-based Basis Pursuit Algorithm for Multi-Layer Convolutional Sparse Coding
Haitong Tang
Shuang He
Ling-Yan Bian
Zhiming Cui
Ni-zhuan Wang
59
1
0
28 Mar 2022
A New Look at Spike-Timing-Dependent Plasticity Networks for
  Spatio-Temporal Feature Learning
A New Look at Spike-Timing-Dependent Plasticity Networks for Spatio-Temporal Feature Learning
A. Safa
I. Ocket
A. Bourdoux
Hichem Sahli
F. Catthoor
Georges G. E. Gielen
62
8
0
01 Nov 2021
Efficient ADMM-based Algorithms for Convolutional Sparse Coding
Efficient ADMM-based Algorithms for Convolutional Sparse Coding
Farshad G. Veshki
S. Vorobyov
38
17
0
07 Sep 2021
Improved Image Generation via Sparse Modeling
Improved Image Generation via Sparse Modeling
Roy Ganz
Michael Elad
39
1
0
01 Apr 2021
ISCL: Interdependent Self-Cooperative Learning for Unpaired Image
  Denoising
ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising
Kanggeun Lee
Won-Ki Jeong
56
36
0
19 Feb 2021
Recent Theoretical Advances in Non-Convex Optimization
Recent Theoretical Advances in Non-Convex Optimization
Marina Danilova
Pavel Dvurechensky
Alexander Gasnikov
Eduard A. Gorbunov
Sergey Guminov
Dmitry Kamzolov
Innokentiy Shibaev
129
79
0
11 Dec 2020
Noise2Kernel: Adaptive Self-Supervised Blind Denoising using a Dilated
  Convolutional Kernel Architecture
Noise2Kernel: Adaptive Self-Supervised Blind Denoising using a Dilated Convolutional Kernel Architecture
Kanggeun Lee
Won-Ki Jeong
64
18
0
07 Dec 2020
Tensor Completion via Convolutional Sparse Coding Regularization
Tensor Completion via Convolutional Sparse Coding Regularization
Zhebin Wu
Tianchi Liao
Chuan Chen
Cong Liu
Zibin Zheng
Xiongjun Zhang
69
0
0
02 Dec 2020
Direct Evolutionary Optimization of Variational Autoencoders With Binary
  Latents
Direct Evolutionary Optimization of Variational Autoencoders With Binary Latents
E. Guiraud
Jakob Drefs
Jörg Lücke
DRL
83
3
0
27 Nov 2020
Efficient Consensus Model based on Proximal Gradient Method applied to
  Convolutional Sparse Problems
Efficient Consensus Model based on Proximal Gradient Method applied to Convolutional Sparse Problems
Gustavo Silva
P. Rodríguez
28
0
0
19 Nov 2020
Online nonnegative CP-dictionary learning for Markovian data
Online nonnegative CP-dictionary learning for Markovian data
Hanbaek Lyu
Christopher Strohmeier
Deanna Needell
60
10
0
16 Sep 2020
NAS-DIP: Learning Deep Image Prior with Neural Architecture Search
NAS-DIP: Learning Deep Image Prior with Neural Architecture Search
Yunpeng Chen
Chen Gao
Esther Robb
Jia-Bin Huang
77
50
0
26 Aug 2020
Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear
  Segmentation in Digital Pathology Images
Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images
Jie Song
Liang Xiao
M. Molaei
Z. Lian
31
0
0
13 Aug 2020
Group Invariant Dictionary Learning
Group Invariant Dictionary Learning
Yong Sheng Soh
58
9
0
15 Jul 2020
Dual-level Semantic Transfer Deep Hashing for Efficient Social Image
  Retrieval
Dual-level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval
Lei Zhu
Hui Cui
Zhiyong Cheng
Jingjing Li
Zheng Zhang
58
29
0
10 Jun 2020
Penalized-likelihood PET Image Reconstruction Using 3D Structural
  Convolutional Sparse Coding
Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding
Nuobei Xie
Kuang Gong
Ning Guo
ZhiXing Qin
Zhifang Wu
Huafeng Liu
Quanzheng Li
3DV3DPCMedIm
55
20
0
16 Dec 2019
Analysis of the Optimization Landscapes for Overcomplete Representation
  Learning
Analysis of the Optimization Landscapes for Overcomplete Representation Learning
Qing Qu
Yuexiang Zhai
Xiao Li
Yuqian Zhang
Zhihui Zhu
107
10
0
05 Dec 2019
Orthogonal Convolutional Neural Networks
Orthogonal Convolutional Neural Networks
Jiayun Wang
Yubei Chen
Rudrasis Chakraborty
Stella X. Yu
89
190
0
27 Nov 2019
Rethinking the CSC Model for Natural Images
Rethinking the CSC Model for Natural Images
Dror Simon
Michael Elad
50
91
0
12 Sep 2019
Short-and-Sparse Deconvolution -- A Geometric Approach
Short-and-Sparse Deconvolution -- A Geometric Approach
Yenson Lau
Qing Qu
Han-Wen Kuo
Pengcheng Zhou
Yuqian Zhang
John N. Wright
86
30
0
28 Aug 2019
Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors
Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors
Gauri Jagatap
Chinmay Hegde
89
74
0
20 Jun 2019
Deep Likelihood Network for Image Restoration with Multiple Degradation
  Levels
Deep Likelihood Network for Image Restoration with Multiple Degradation Levels
Yiwen Guo
Ming Lu
W. Zuo
Changshui Zhang
Yurong Chen
SupR
32
0
0
19 Apr 2019
A Bayesian Perspective on the Deep Image Prior
A Bayesian Perspective on the Deep Image Prior
Zezhou Cheng
Matheus Gadelha
Subhransu Maji
Daniel Sheldon
BDLUQCV
76
137
0
16 Apr 2019
DeepRED: Deep Image Prior Powered by RED
DeepRED: Deep Image Prior Powered by RED
G. Mataev
Michael Elad
P. Milanfar
SupR
97
196
0
25 Mar 2019
General Convolutional Sparse Coding with Unknown Noise
General Convolutional Sparse Coding with Unknown Noise
Yaqing Wang
James T. Kwok
L. Ni
36
8
0
08 Mar 2019
Analysis Dictionary Learning: An Efficient and Discriminative Solution
Analysis Dictionary Learning: An Efficient and Discriminative Solution
Wen Tang
Ashkan Panahi
Hamid Krim
Liyi Dai
42
16
0
07 Mar 2019
Noise2Self: Blind Denoising by Self-Supervision
Noise2Self: Blind Denoising by Self-Supervision
Joshua D. Batson
Loic A. Royer
96
665
0
30 Jan 2019
A Greedy Approach to $\ell_{0,\infty}$ Based Convolutional Sparse Coding
A Greedy Approach to ℓ0,∞\ell_{0,\infty}ℓ0,∞​ Based Convolutional Sparse Coding
Elad Plaut
Raja Giryes
67
10
0
26 Dec 2018
Image Cartoon-Texture Decomposition Using Isotropic Patch Recurrence
Image Cartoon-Texture Decomposition Using Isotropic Patch Recurrence
Ruotao Xu
Yuhui Quan
Yong-mei Xu
44
1
0
10 Nov 2018
A Local Block Coordinate Descent Algorithm for the Convolutional Sparse
  Coding Model
A Local Block Coordinate Descent Algorithm for the Convolutional Sparse Coding Model
E. Zisselman
Jeremias Sulam
Michael Elad
58
10
0
01 Nov 2018
Online Convolutional Sparse Coding with Sample-Dependent Dictionary
Online Convolutional Sparse Coding with Sample-Dependent Dictionary
Yaqing Wang
Quanming Yao
James T. Kwok
L. Ni
35
6
0
27 Apr 2018
Multi-Layer Sparse Coding: The Holistic Way
Multi-Layer Sparse Coding: The Holistic Way
Aviad Aberdam
Jeremias Sulam
Michael Elad
77
34
0
25 Apr 2018
Deep Image Prior
Deep Image Prior
Dmitry Ulyanov
Andrea Vedaldi
Victor Lempitsky
SupR
178
3,176
0
29 Nov 2017
Convolutional Dictionary Learning: A Comparative Review and New
  Algorithms
Convolutional Dictionary Learning: A Comparative Review and New Algorithms
Cristina Garcia-Cardona
B. Wohlberg
128
178
0
09 Sep 2017
First and Second Order Methods for Online Convolutional Dictionary
  Learning
First and Second Order Methods for Online Convolutional Dictionary Learning
Jialin Liu
Cristina Garcia-Cardona
B. Wohlberg
W. Yin
116
27
0
31 Aug 2017
Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary
  Learning
Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning
Jeremias Sulam
Vardan Papyan
Yaniv Romano
Michael Elad
140
111
0
29 Aug 2017
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