conftrace_

convolutional sparse coding

20 papers

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Also known as

CSC

Co-occurring keywords

dictionary learning (277) image reconstruction (671) sparse representation (297) image restoration (1517) convolutional neural network (4226) deep neural network (1803) convolutional filter (15) signal processing (185) image denoising (372) image fusion (148)

Papers

Revisiting Sparse Convolutional Model for Visual Recognition NIPS 2022
Proximal PanNet: A Model-Based Deep Network for Pansharpening AAAI 2022
When to Use Convolutional Neural Networks for Inverse Problems CVPR 2020
A Local Block Coordinate Descent Algorithm for the CSC Model CVPR 2019
JPEG Artifacts Reduction via Deep Convolutional Sparse Coding ICCV 2019
Rethinking the CSC Model for Natural Images NIPS 2019
Adversarial Defense by Stratified Convolutional Sparse Coding CVPR 2019
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR 2018
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML 2018
Online Convolutional Sparse Coding with Sample-Dependent Dictionary ICML 2018
Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals NIPS 2018
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding JMLR 2017
Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding NIPS 2017
Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding CVPR 2017
Fast and Flexible Convolutional Sparse Coding CVPR 2015
Convolutional Sparse Coding for Image Super-Resolution ICCV 2015
Classification of Histology Sections via Multispectral Convolutional Sparse Coding CVPR 2014
Extracting regions of interest from biological images with convolutional sparse block coding NIPS 2013
Pedestrian Detection with Unsupervised Multi-stage Feature Learning CVPR 2013
Fast Convolutional Sparse Coding CVPR 2013