Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary
Learning

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Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning

29 August 2017

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Papers citing "Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning"

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Title
First and Second Order Methods for Online Convolutional Dictionary Learning Jialin Liu Cristina Garcia-Cardona B. Wohlberg W. Yin 82 27 0 31 Aug 2017
Convolutional Dictionary Learning via Local Processing Vardan Papyan Yaniv Romano Jeremias Sulam Michael Elad 59 142 0 09 May 2017
A Probabilistic Framework for Deep Learning Ankit B. Patel M. T. Nguyen Richard G. Baraniuk BDL 115 68 0 06 Dec 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 91 286 0 27 Jul 2016
Maximal Sparsity with Deep Networks? Bo Xin Yizhou Wang Wen Gao David Wipf 3DPC 70 167 0 05 May 2016
Trainlets: Dictionary Learning in High Dimensions Jeremias Sulam Boaz Ophir M. Zibulevsky Michael Elad 152 103 0 31 Jan 2016
On the Expressive Power of Deep Learning: A Tensor Analysis Nadav Cohen Or Sharir Amnon Shashua 81 471 0 16 Sep 2015
Flexible Multi-layer Sparse Approximations of Matrices and Applications Luc Le Magoarou Rémi Gribonval 63 49 0 24 Jun 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 104 187 0 30 Apr 2015
A Probabilistic Theory of Deep Learning Ankit B. Patel M. T. Nguyen Richard G. Baraniuk BDL OOD UQCV 82 89 0 02 Apr 2015
Unsupervised Feature Learning by Deep Sparse Coding Yunlong He Koray Kavukcuoglu Yun Wang Arthur Szlam Yanjun Qi SSL 80 67 0 20 Dec 2013
k-Sparse Autoencoders Alireza Makhzani Brendan J. Frey 95 454 0 19 Dec 2013
Pedestrian Detection with Unsupervised Multi-Stage Feature Learning P. Sermanet Koray Kavukcuoglu Soumith Chintala Yann LeCun SSL 98 828 0 01 Dec 2012
Invariant Scattering Convolution Networks Joan Bruna S. Mallat 127 1,278 0 05 Mar 2012
Convolutional Matching Pursuit and Dictionary Training Arthur Szlam Koray Kavukcuoglu Yann LeCun 102 48 0 03 Oct 2010