On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional
Neural Networks

On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks

2 June 2018

Papers citing "On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks"

17 / 17 papers shown

Title
Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds Xiaohan Chen Jialin Liu Zhangyang Wang W. Yin 67 234 0 29 Aug 2018
Multi-Layer Sparse Coding: The Holistic Way Aviad Aberdam Jeremias Sulam Michael Elad 54 34 0 25 Apr 2018
Deep Component Analysis via Alternating Direction Neural Networks Calvin Murdock Ming-Fang Chang Simon Lucey BDL 46 20 0 16 Mar 2018
Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning Jeremias Sulam Vardan Papyan Yaniv Romano Michael Elad 86 111 0 29 Aug 2017
Semi-Supervised Learning with the Deep Rendering Mixture Model M. T. Nguyen Wanjia Liu Ethan Perez Richard G. Baraniuk Ankit B. Patel BDL 93 9 0 06 Dec 2016
A Probabilistic Framework for Deep Learning Ankit B. Patel M. T. Nguyen Richard G. Baraniuk BDL 110 68 0 06 Dec 2016
Understanding Trainable Sparse Coding via Matrix Factorization Thomas Moreau Joan Bruna 35 45 0 01 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 766 36,794 0 25 Aug 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 82 286 0 27 Jul 2016
Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems Raja Giryes Yonina C. Eldar A. Bronstein Guillermo Sapiro 50 85 0 30 May 2016
Trainlets: Dictionary Learning in High Dimensions Jeremias Sulam Boaz Ophir M. Zibulevsky Michael Elad 133 103 0 31 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition Koray Kavukcuoglu MarcÁurelio Ranzato Yann LeCun 105 247 0 18 Oct 2010
Task-Driven Dictionary Learning Julien Mairal Francis R. Bach Jean Ponce 96 898 0 27 Sep 2010
The solution path of the generalized lasso Robert Tibshirani Jonathan E. Taylor 221 864 0 11 May 2010
Online Learning for Matrix Factorization and Sparse Coding Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro 144 2,615 0 01 Aug 2009