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21

Exact Sparse Nonnegative Least Squares
Nadisic, Nicolas ; Vandaele, Arnaud ; Gillis, Nicolas ; et al.
ICASSP 2020 - 2020 IEEE International Conference on Acoustics. :5395-5399

Barcelona, France Nonnegative least square... Sparse coding Branch-and-bound [SPI.SIGNAL]Engineering... Signal and Image process... …
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22

Time-Scale Hybrid Continuous-Discrete Sliding Frank-Wolfe Method
Lage, Clara ; Pustelnik, Nelly ; Arbona, Jean-Michel ; et al.

NanoForkSpeed Sparse Coding Sliding Frank-Wolfe Time-scale dictionary [MATH.MATH-OC]Mathematic... Optimization and Control... …
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23

Orthogonal Matching Pursuit-Based Algorithms for the Birkhoff-Von Neumann Decomposition
Lesens, Damien ; Cohen, Jérémy ; Uçar, Bora ; et al.
2024 32nd European Signal Processing Conference (EUSIPCO). :2457-2461

Birkhoff-von Neumann Dec... Sparse Coding Orthogonal Matching Purs... decomposition de Birkhof... [INFO.INFO-DS] Computer... Approximation parcimonie...
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24

K-SVD with a real L0 optimization: application to image denoising
Liu, Yuan ; Canu, Stéphane ; Honeine, Paul ; et al.
Proc. 28th IEEE workshop on Machine Learning for Signal Processing (MLSP). :1-6

Aalborg, Denmark Image denoising singular value decomposi... Dictionaries Machine learning Matching pursuit algorit... …
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25

Tensor Convolutional Dictionary Learning with CP Low-Rank activations
Humbert, Pierre ; Oudre, Laurent ; Vayatis, Nicolas ; et al.
IEEE Transactions on Signal Processing. 70:785-796

Convolutional dictionary... convolutional sparse cod... tensor canonical polyadic decom... [SPI.SIGNAL]Engineering... Signal and Image process...
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26

Adaptive Coded Aperture Design by Motion Estimation using Convolutional Sparse Coding in Compressive Spectral Video Sensing
Diaz, Nelson ; Noriega-Wandurraga, Camilo ; Basarab, Adrian ; et al.
2019 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). :445-449

Le Gosier, Guadeloupe Convolutional sparse cod... Adaptive imaging Motion estimation Compressive spectral vid... [INFO.INFO-TS]Computer S... …
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27

Sparse non-negative matrix factorization for retrieving genomes across metagenomes
Prost, Vincent ; Gazut, Stéphane ; Brüls, Thomas ; et al.
SimBig 2019 - 6th International Conference on Information Management and Big Data. :97-105

Lima, Peru genomics statistical analysis DNA. metagenomics big data genome fragments …
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28

Sparse and topological coding for visual localization of autonomous vehicles
Colomer, Sylvain ; Cuperlier, Nicolas ; Bresson, Guillaume ; et al.
FROM ANIMALS TO ANIMATS 16: The 16th International Conference on the Simulation of Adaptive Behavior (SAB2022).

Cergy Pontoise, France visual place recognition sparse coding autonomous vehicle visual cortex bio-inspired robotics …
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29

Deep Learning for Sparse Domain Kalman Filtering With Applications on ECG Denoising and Motility Estimation
I.R. de Vries ; A.M. de Jong ; M.B. van der Hout-van der Jagt ; et al.
IEEE Transactions on Biomedical Engineering. 71:2321-2329

motility estimation 0301 basic medicine 0303 health sciences Electrocardiography/meth... sparse coding Movement …
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30

Student’s [formula omitted]-uniform mixture-based robust sparse coding model for sign language recognition from thermal images
Ghosh, Saibal ; Mondal, Aninda Sundar ; Chatterjee, Amitava
In Measurement 31 March 2025 246

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31

Convolutional Sparse Coding for Time Series Via a l0 Penalty: An Efficient Algorithm With Statistical Guarantees
Truong, Charles ; Moreau, Thomas ; CB - Centre Borelli - UMR 9010 (CB) ; et al.
Statistical Analysis and Data Mining. 17(6):e70000-e70000

statistical learning convolutional sparse cod... L0 penalty signal processing compressive statistical... [MATH.MATH-ST]Mathematic... …
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32

A novel unsupervised machine learning algorithm for automatic Alfvénic activity detection in the TJ-II stellarator
Zapata Cornejo, Enrique de Dios ; Zarzoso, David ; Pinches, S.D. ; et al.
Nuclear Fusion. 64(12):126057-126057

TJ-II clustering sparse coding elastic net random dictionaries Gabor atoms …
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33

Linear and Nonlinear Generative Models for ‘Zero-Shot’ Image Denoising in the Limit of Few Photons
Mousavi, Hamid ; Lücke, Jörg
Journal of Mathematical Imaging and Vision. 67(3)

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34

Joint group sparse coding and weighted nuclear norm for Poisson denoising
Zhu, Jianguang ; Gao, Wen ; Wei, Ying ; et al.
In Journal of Computational and Applied Mathematics 15 December 2025 470

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35

Data-driven sparse coding for onboard condition monitoring of railway tracks
Baasch, Benjamin ; Groos, Jörn C. ; Heusel, Judith ; et al.
In Mechanical Systems and Signal Processing 1 December 2025 241

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36

Flip-chip microbumps reliability Study: Enhancing defect features of vibration signals using dual-drive adaptive reweighted sparse framework
Sun, Yu ; Su, Lei ; Gu, Jiefei ; et al.
In Mechanical Systems and Signal Processing 1 December 2025 241

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37

An improved theoretical analysis of convolutional sparse coding using stripe coherence
Li, Haifeng ; Chen, Wengu
In Journal of Computational and Applied Mathematics 1 December 2025 469

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38

3D localization for light-field microscopy via convergent accelerated inertial algorithm
Wang, Jinjia ; Chen, Shixue ; Wang, Xiaofan ; et al.
In Expert Systems With Applications 1 October 2025 291

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39

Motion deblurring via multiscale residual convolutional dictionary learning
Zhang, Yi ; Chandler, Damon M. ; Farias, Mylène C.Q.
In Digital Signal Processing October 2025 165

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40

Parameter Estimation in Sparse Inverse Problems Using Bernoulli-Gaussian Prior
Barbault, Pierre ; Kowalski, Matthieu ; Soussen, Charles ; et al.
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, Singapore. ⟨10.1109/icassp43922.2022.9746697⟩

Singapore, Singapore Sparse coding Inverse Problem ISTA Bernoulli-Gaussian model [INFO.INFO-TS]Computer S... …
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