• Search: "Convolutional Dictionary Learning"

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1

RoseCDL: Robust and scalable convolutional dictionary learning for rare-event detection
Yehya, Jad ; Benbakoura, Mansour ; Allain, Cédric ; et al.

convolutional dictionary... rare event detection outliers [STAT.ML]Statistics [sta... Machine Learning [stat.M...
Electronic Resource
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2

From Convolutional Sparse Coding To *-NMF Factorization of Time-Frequency Coefficients
Malagnoux, Jean-Baptiste ; Kowalski, Matthieu ; TAckling the Underspecified (TAU) ; et al.
ICASSP 2024 - IEEE International Conference on Acoustics. :5530-5534

Séoul, South Korea Convolutional Sparse Cod... Convolutional Dictionary... Time-Frequency synthesis Non-negative Matrix Fact... [INFO.INFO-TS]Computer S... …
Conference
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3

Dual-pyramid framework for robust infrared-visible image registration and fusion via convolutional dictionary learning
Wu, Chaojie ; Li, Zheng
The Visual Computer: International Journal of Computer Graphics. 41(15):12743-12764

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4

CDSS-Pan: Convolutional Dictionary Learning With State Space Model for Pansharpening
Zixu Li ; Jintao Song ; Genji Yuan ; et al.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 1734-1751 (2025)

Convolutional dictionary... Ocean engineering QC801-809 Geophysics. Cosmic physi... Mamba pansharpening …
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5

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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6

Analysis discriminative convolutional graph dictionary learning for generalized signal classification
Xiong, Yuehan ; Li, Xin ; Dai, Wenrui ; et al.
In Signal Processing: Image Communication October 2025 138

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7

SAR-CDL: SAR image interpretable despeckling through convolutional dictionary learning network
Xueqing, Zhao ; Fuquan, Ren ; Haibo, Sun ; et al.
In Signal Processing August 2025 233

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8

Recent advances via convolutional sparse representation model for pixel-level image fusion
Pan, Yue ; Lan, Tianye ; Xu, Chongyang ; et al.
Multimedia Tools and Applications: An International Journal. :1-32

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9

Tropical cyclone intensity estimation using multispectral image with convolutional dictionary learning
Liu, Zhening ; Fu, Randi ; Wu, Nan ; et al.
In Atmospheric Research 1 October 2024 308

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10

Automatic calculation of step size and inertia parameter for convolutional dictionary learning
Wang, Jinjia ; Li, Pengyu ; Zhang, Yali ; et al.
In Pattern Recognition August 2024 152

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11

Temporal point processes and scalable convolutional dictionary learning : a unified framework for m/eeg signal analysis in neuroscience
Processus ponctuels temporels et apprentissage scalable de dictionnaires convolutionnels : un cadre unifié pour l'analyse des signaux m/eeg en neurosciences
Allain, Cédric ; Modèles et inférence pour les données de Neuroimagerie (MIND) ; IFR49 - Neurospin - CEA ; et al.
Machine Learning [stat.ML]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG008⟩

Temporal Point Processes... Kernel Inference Computational Neuroscien... M eeg Convolutional Dictionary... …
Dissertation/ Thesis
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12

Three-dimensional seismic denoising based on deep convolutional dictionary learning
Yuntong Li ; Lina Liu
Results in Applied Mathematics, Vol 24, Iss , Pp 100516- (2024)

Seismic data denoising Deep convolutional dicti... Random noise Mathematics QA1-939
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13

DiCoDiLe: Distributed Convolutional Dictionary Learning
Moreau, Thomas ; Gramfort, Alexandre ; Moreau, Thomas
IEEE Transactions on Pattern Analysis and Machine Intelligence

Convolutional dictionary... Convolutional Dictionary... Distributed System Distributed Algorithm Deconvolution algorithm [INFO.INFO-DC] Computer... …
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14

Deep convolutional dictionary learning network for sparse view CT reconstruction with a group sparse prior
Kang, Yanqin ; Liu, Jin ; Wu, Fan ; et al.
In Computer Methods and Programs in Biomedicine February 2024 244

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15

Adaptive convolutional dictionary learning for denoising seismocardiogram to enhance the classification performance of aortic stenosis
Xu, Bowen ; Jiang, Fangfang ; Zhu, Ziyu ; et al.
In Computers in Biology and Medicine January 2024 168

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16

DiCoDiLe: Distributed Convolutional Dictionary Learning
DiCoDiLe: Apprentissage Distribué de Dictionnaire Convolutif
Moreau, Thomas ; Gramfort, Alexandre ; Modelling brain structure, function and variability based on high-field MRI data (PARIETAL) ; et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence, In press

Convolutional dictionary... Distributed Algorithm Coordinate Descent Convolutional sparse cod... Asynchronous Computation... Deconvolution algorithm …
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17

Multi-modal deep convolutional dictionary learning for image denoising
Sun, Zhonggui ; Zhang, Mingzhu ; Sun, Huichao ; et al.
In Neurocomputing 28 December 2023 562

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18

Iterative shrinkage-thresholding algorithm with inertia and dry friction for convolutional dictionary learning
Li, Pengyu ; Zhang, Yali ; Li, Ze ; et al.
In Digital Signal Processing August 2023 140

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19

DeepCDL-PR: Deep unfolded convolutional dictionary learning with weighted ℓ1-norm for phase retrieval
Shi, BaoShun ; Gao, YaTing ; Su, YueMing ; et al.
In Digital Signal Processing May 2023 136

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20

Using convolutional dictionary learning to detect task-related neuromagnetic transients and ageing trends in a large open-access dataset
Power, Lindsey ; Allain, Cédric ; Moreau, Thomas ; et al.
In NeuroImage 15 February 2023 267

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