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Supervised Dictionary Learning and Sparse Representation-A Review

Supervised Dictionary Learning and Sparse Representation-A Review

20 February 2015
M. Gangeh
Ahmed K. Farahat
A. Ghodsi
M. Kamel
    AI4TS
ArXiv (abs)PDFHTML

Papers citing "Supervised Dictionary Learning and Sparse Representation-A Review"

12 / 12 papers shown
Mechanistic Decomposition of Sentence Representations
Mechanistic Decomposition of Sentence Representations
Matthieu Tehenan
Vikram Natarajan
Jonathan Michala
Milton Lin
Juri Opitz
230
1
0
04 Jun 2025
Exponentially Convergent Algorithms for Supervised Matrix Factorization
Exponentially Convergent Algorithms for Supervised Matrix Factorization
Joowon Lee
Hanbaek Lyu
Weixin Yao
337
2
0
18 Nov 2023
Bayesian sparsity and class sparsity priors for dictionary learning and
  coding
Bayesian sparsity and class sparsity priors for dictionary learning and codingJournal of Computational Mathematics and Data Science (JCMDS), 2023
Alberto Bocchinfuso
D. Calvetti
E. Somersalo
142
6
0
02 Sep 2023
Efficient CNN with uncorrelated Bag of Features pooling
Efficient CNN with uncorrelated Bag of Features poolingIEEE Symposium Series on Computational Intelligence (IEEE SSCI), 2022
Firas Laakom
Jenni Raitoharju
Alexandros Iosifidis
Moncef Gabbouj
172
2
0
22 Sep 2022
Supervised Dictionary Learning with Auxiliary Covariates
Supervised Dictionary Learning with Auxiliary Covariates
Joo-Hyun Lee
Hanbaek Lyu
W. Yao
245
1
0
14 Jun 2022
Data-driven audio recognition: a supervised dictionary approach
Data-driven audio recognition: a supervised dictionary approach
Imad Rida
111
1
0
29 Dec 2020
An efficient supervised dictionary learning method for audio signal
  recognition
An efficient supervised dictionary learning method for audio signal recognition
Imad Rida
Romain Hérault
Gilles Gasso
135
6
0
12 Dec 2018
Semi-supervised dual graph regularized dictionary learning
Semi-supervised dual graph regularized dictionary learning
K. Tran
Fred-Maurice Ngole-Mboula
Jean-Luc Starck
143
0
0
11 Dec 2018
Weakly-supervised Dictionary Learning
Weakly-supervised Dictionary Learning
Zeyu You
Raviv Raich
Xiaoli Z. Fern
Jinsub Kim
168
11
0
05 Feb 2018
Graph Regularized Tensor Sparse Coding for Image Representation
Graph Regularized Tensor Sparse Coding for Image Representation
Fei Jiang
Xiao-Yang Liu
Hongtao Lu
R. Shen
176
4
0
27 Mar 2017
Semi-supervised Dictionary Learning Based on Hilbert-Schmidt
  Independence Criterion
Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion
M. Gangeh
Safaa M. Bedawi
A. Ghodsi
Fakhri Karray
155
5
0
25 Apr 2016
A Unified Framework for Sparse Non-Negative Least Squares using
  Multiplicative Updates and the Non-Negative Matrix Factorization Problem
A Unified Framework for Sparse Non-Negative Least Squares using Multiplicative Updates and the Non-Negative Matrix Factorization Problem
Igor Fedorov
Alican Nalci
Ritwik Giri
Bhaskar D. Rao
Truong Thao Nguyen
H. Garudadri
375
6
0
07 Apr 2016
1
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