Multi-Layer Sparse Coding: The Holistic Way

25 April 2018

Papers citing "Multi-Layer Sparse Coding: The Holistic Way"

8 / 8 papers shown

Title
On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks Jeremias Sulam Aviad Aberdam Amir Beck Michael Elad 41 92 0 02 Jun 2018
Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning Jeremias Sulam Vardan Papyan Yaniv Romano Michael Elad 81 111 0 29 Aug 2017
Convolutional Dictionary Learning via Local Processing Vardan Papyan Yaniv Romano Jeremias Sulam Michael Elad 46 142 0 09 May 2017
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 76 284 0 27 Jul 2016
Sparse Modeling for Image and Vision Processing Julien Mairal Francis R. Bach Jean Ponce VLM 66 488 0 12 Nov 2014
Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization W. Dong Lei Zhang Guangming Shi Xiaolin Wu 78 1,351 0 06 Dec 2010
Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition Koray Kavukcuoglu MarcÁurelio Ranzato Yann LeCun 77 248 0 18 Oct 2010
Coherence-Based Performance Guarantees for Estimating a Sparse Vector Under Random Noise Z. Ben-Haim Yonina C. Eldar Michael Elad 123 255 0 26 Mar 2009