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Jérémy E.Cohen
Jérémy E.Cohen
CNRS researcher, team Myriad, CREATIS, Lyon
Verified email at cnrs.fr - Homepage
Title
Cited by
Cited by
Year
Nonnegative tensor CP decomposition of hyperspectral data
MA Veganzones, JE Cohen, RC Farias, J Chanussot, P Comon
IEEE Transactions on Geoscience and Remote Sensing 54 (5), 2577-2588, 2015
932015
Exploring multimodal data fusion through joint decompositions with flexible couplings
RC Farias, JE Cohen, P Comon
IEEE Transactions on Signal Processing 64 (18), 4830-4844, 2016
612016
Fast Decomposition of Large Nonnegative Tensors
JE Cohen, RC Farias, P Comon
IEEE Signal Processing Letters 22 (7), 862-866, 2015
542015
Nonnegative PARAFAC2: A flexible coupling approach
JE Cohen, R Bro
International Conference on Latent Variable Analysis and Signal Separation …, 2018
262018
Performance estimation for tensor CP decomposition with structured factors
M Boizard, R Boyer, G Favier, JE Cohen, P Comon
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
212015
About Notations in Multiway Array Processing
JE Cohen
arxiv preprint arXiv:1511.01306, 2015
172015
Dictionary-based tensor canonical polyadic decomposition
JE Cohen, N Gillis
IEEE Transactions on Signal Processing 66 (7), 1876-1889, 2017
162017
Handling negative patterns for fast single-pixel lifetime imaging
AL Mur, M Ochoa, JE Cohen, X Intes, N Ducros
Molecular-Guided Surgery: Molecules, Devices, and Applications V 10862, 16-25, 2019
152019
Environmental multiway data mining
JE Cohen
Université Grenoble Alpes, 2016
132016
Correcting inner filter effects, a non multilinear tensor decomposition method
JE Cohen, P Comon, X Luciani
Chemometrics and Intelligent Laboratory Systems 150, 29-40, 2015
132015
Multilinear spectral unmixing of hyperspectral multiangle images
MA Veganzones, JE Cohen, RC Farias, R Marrero, J Chanussot, ...
132015
Exact sparse nonnegative least squares
N Nadisic, A Vandaele, N Gillis, JE Cohen
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
122020
Nonnegative low-rank sparse component analysis
JE Cohen, N Gillis
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
122019
Joint decompositions with flexible couplings
RC Farias, JE Cohen, C Jutten, P Comon
12*
Learning tensor-structured dictionaries with application to hyperspectral image denoising
CF Dantas, JE Cohen, R Gribonval
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
112019
Learning fast dictionaries for sparse representations using low-rank tensor decompositions
CF Dantas, JE Cohen, R Gribonval
International Conference on Latent Variable Analysis and Signal Separation …, 2018
112018
Very low bitrate spatial audio coding with dimensionality reduction
C Rohlfing, JE Cohen, A Liutkus
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
102017
A flexible optimization framework for regularized matrix-tensor factorizations with linear couplings
C Schenker, JE Cohen, E Acar
IEEE Journal of Selected Topics in Signal Processing 15 (3), 506-521, 2020
82020
Identifiability of complete dictionary learning
JE Cohen, N Gillis
SIAM Journal on Mathematics of Data Science 1 (3), 518-536, 2019
8*2019
Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation
A Marmoret, JE Cohen, N Bertin, F Bimbot
arXiv preprint arXiv:2104.08580, 2021
72021
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