Convolutional Dictionary Learning via Local Processing

9 May 2017

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 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 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 Gargi Panda Soumitra Kundu Saumik Bhattacharya Aurobinda Routray 74 0 0 07 Nov 2024
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 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 David Reixach 77 1 0 03 May 2023
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images Hui Li Tianyang Xu Xiaojun Wu Jiwen Lu J. Kittler 3DV 107 178 0 11 Apr 2023
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 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 A. Kofler Christian Wald T. Schaeffter Markus Haltmeier C. Kolbitsch 59 1 0 09 Jun 2022
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 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. 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 Farshad G. Veshki S. Vorobyov 38 17 0 07 Sep 2021
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 Kanggeun Lee Won-Ki Jeong 56 36 0 19 Feb 2021
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 Kanggeun Lee Won-Ki Jeong 64 18 0 07 Dec 2020
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 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 Gustavo Silva P. Rodríguez 28 0 0 19 Nov 2020
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 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 Jie Song Liang Xiao M. Molaei Z. Lian 31 0 0 13 Aug 2020
Group Invariant Dictionary Learning Yong Sheng Soh 58 9 0 15 Jul 2020
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 Nuobei Xie Kuang Gong Ning Guo ZhiXing Qin Zhifang Wu Huafeng Liu Quanzheng Li 3DV 3DPC MedIm 55 20 0 16 Dec 2019
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 Jiayun Wang Yubei Chen Rudrasis Chakraborty Stella X. Yu 89 190 0 27 Nov 2019
Rethinking the CSC Model for Natural Images Dror Simon Michael Elad 50 91 0 12 Sep 2019
Short-and-Sparse Deconvolution -- A Geometric Approach Yenson Lau Qing Qu Han-Wen Kuo Pengcheng Zhou Yuqian Zhang John N. Wright 84 30 0 28 Aug 2019
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 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 Zezhou Cheng Matheus Gadelha Subhransu Maji Daniel Sheldon BDL UQCV 76 137 0 16 Apr 2019
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 Yaqing Wang James T. Kwok L. Ni 36 8 0 08 Mar 2019
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 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 $\ell_{0,\infty}$ Based Convolutional Sparse Coding Elad Plaut Raja Giryes 67 10 0 26 Dec 2018
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 E. Zisselman Jeremias Sulam Michael Elad 58 10 0 01 Nov 2018
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 Aviad Aberdam Jeremias Sulam Michael Elad 77 34 0 25 Apr 2018
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 176 3,175 0 29 Nov 2017
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 Jialin Liu Cristina Garcia-Cardona B. Wohlberg W. Yin 116 27 0 31 Aug 2017
Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning Jeremias Sulam Vardan Papyan Yaniv Romano Michael Elad 140 111 0 29 Aug 2017