Learning Multi-Layer Transform Models

19 October 2018

Papers citing "Learning Multi-Layer Transform Models"

8 / 8 papers shown

Title
Analysis of Fast Structured Dictionary Learning S. Ravishankar A. Ma Deanna Needell 43 12 0 31 May 2018
Learning Filter Bank Sparsifying Transforms L. Pfister Y. Bresler 39 28 0 06 Mar 2018
VIDOSAT: High-dimensional Sparsifying Transform Learning for Online Video Denoising Bihan Wen S. Ravishankar Y. Bresler 32 34 0 03 Oct 2017
Convolutional Dictionary Learning: A Comparative Review and New Algorithms Cristina Garcia-Cardona B. Wohlberg 55 177 0 09 Sep 2017
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems S. Ravishankar R. Nadakuditi Jeffrey A. Fessler 32 39 0 19 Nov 2015
Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing S. Ravishankar Y. Bresler 45 63 0 04 Nov 2015
$$\ell_0$ Sparsifying Transform Learning with Efficient Optimal Updates and Convergence Guarantees$ $\ell_0$ Sparsifying Transform Learning with Efficient Optimal Updates and Convergence Guarantees S. Ravishankar Y. Bresler 53 99 0 13 Jan 2015
Online Learning for Matrix Factorization and Sparse Coding Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro 139 2,615 0 01 Aug 2009