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Separable Dictionary Learning

Separable Dictionary Learning

21 March 2013
S. Hawe
Matthias Seibert
M. Kleinsteuber
ArXiv (abs)PDFHTML

Papers citing "Separable Dictionary Learning"

17 / 17 papers shown
Title
Multi-scale Geometry-aware Transformer for 3D Point Cloud Classification
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
3DPCViT
69
2
0
12 Apr 2023
Tensor Methods in Computer Vision and Deep Learning
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
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
Efficient and Parallel Separable Dictionary Learning
Cristian Rusu
Paul Irofti
64
0
0
07 Jul 2020
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis
  and Algorithms
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
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
Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI
Evan Schwab
B. Haeffele
René Vidal
N. Charon
OODMedIm
53
2
0
15 Jul 2018
Robust Kronecker Component Analysis
Robust Kronecker Component Analysis
Mehdi Bahri
Yannis Panagakis
Stefanos Zafeiriou
100
29
0
18 Jan 2018
Identifiability of Kronecker-structured Dictionaries for Tensor Data
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
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
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
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
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
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
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
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
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
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