Separable Dictionary Learning

21 March 2013

Papers citing "Separable Dictionary Learning"

17 / 17 papers shown

Title
Multi-scale Geometry-aware Transformer for 3D Point Cloud Classification Xian Wei Muyu Wang S. J. Lin Zhengyu Li Jian Yang Arafat Al-Jawari Xuan Tang 3DPC ViT 69 2 0 12 Apr 2023
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar Stefanos Zafeiriou 62 126 0 07 Jul 2021
Overcomplete order-3 tensor decomposition, blind deconvolution and Gaussian mixture models Haolin Chen Luis Rademacher 57 3 0 16 Jul 2020
Efficient and Parallel Separable Dictionary Learning Cristian Rusu Paul Irofti 66 0 0 07 Jul 2020
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms Mohsen Ghassemi Z. Shakeri Anand D. Sarwate W. Bajwa 77 16 0 22 Mar 2019
Stable safe screening and structured dictionaries for faster L1 regularization C. Dantas Rémi Gribonval 83 5 0 17 Dec 2018
Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI Evan Schwab B. Haeffele René Vidal N. Charon OOD MedIm 53 2 0 15 Jul 2018
Robust Kronecker Component Analysis Mehdi Bahri Yannis Panagakis Stefanos Zafeiriou 100 29 0 18 Jan 2018
Identifiability of Kronecker-structured Dictionaries for Tensor Data Z. Shakeri Anand D. Sarwate W. Bajwa 78 12 0 10 Dec 2017
STARK: Structured Dictionary Learning Through Rank-one Tensor Recovery Mohsen Ghassemi Z. Shakeri Anand D. Sarwate W. Bajwa 59 20 0 13 Nov 2017
Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling Mehdi Bahri Yannis Panagakis Stefanos Zafeiriou 74 14 0 22 Mar 2017
Minimax Lower Bounds for Kronecker-Structured Dictionary Learning Z. Shakeri W. Bajwa Anand D. Sarwate 46 18 0 17 May 2016
Efficient Dictionary Learning with Sparseness-Enforcing Projections Markus Thom M. Rapp G. Palm 44 12 0 16 Apr 2016
Trainlets: Dictionary Learning in High Dimensions Jeremias Sulam Boaz Ophir M. Zibulevsky Michael Elad 195 103 0 31 Jan 2016
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems S. Ravishankar R. Nadakuditi Jeffrey A. Fessler 86 39 0 19 Nov 2015
Sparse Modeling for Image and Vision Processing Julien Mairal Francis R. Bach Jean Ponce VLM 119 491 0 12 Nov 2014
Sample Complexity of Dictionary Learning and other Matrix Factorizations Rémi Gribonval Rodolphe Jenatton Francis R. Bach M. Kleinsteuber Matthias Seibert 201 86 0 13 Dec 2013