Matthieu Kowalski - Publications, H-index & Citations

Matthieu Kowalski

Centre National de la Recherche Scientifique

17H指数

107论文数

1.6K被引数

收录论文 10

发表时间

Connecting the Dots Between CDL and NMF: A Shared Framework for Time-Frequency Decomposition 连接CDL与NMF之间的点：一种时间-频率分解的共享框架

IEEE Transactions on Signal Processing

IF5.8

2026-01-01

PREAI

Malagnoux, Jean-Baptiste; Kowalski, Matthieu

Analysis and Synthesis Denoisers for Forward-Backward Plug-and-Play Algorithms 分析和合成去噪器用于前后向插拔式算法

SIAM Journal on Imaging Sciences

IF2.3

2026-01-01

PREAI

Kowalski, Matthieu; Malezieux, Benoit; Moreau, Thomas; Repetti, Audrey

Classification of magnetoencephalographic independent components in epilepsy by machine learning 癫痫痫性脑磁图独立成分的机器学习分类

Clinical Neurophysiology

IF3.6

2025-10-09

OAAI

Aurore Semeux-Bernier; Francesca Bonini; Samuel Medina Villalon; Maria Fratello; Matthieu Kowalski; Jean-Michel Badier; Frédéric Richard; Christian-George Bénar

LEMUR: Latent EM Unsupervised Regression for Sparse Inverse Problems LEMUR：用于稀疏逆问题的潜在EM无监督回归

ieee transactions on image processing

IF5.8

2025-01-01

OAAI

Pierre Barbault; Matthieu Kowalski; Charles Soussen

Underdetermined Reverberant Blind Source Separation: Sparse Approaches for Multiplicative and Convolutive Narrowband Approximation

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2019-02-01

OAAI

Feng, Fangchen; Kowalski, Mathieu

Revisiting sparse ICA from a synthesis point of view: Blind Source Separation for over and underdetermined mixtures

SIGNAL PROCESSING

IF3.6

2018-11-01

OAAI

Feng, Fangchen; Kowalski, Matthieu

Hybrid Projective Nonnegative Matrix Factorization With Drum Dictionaries for Harmonic/Percussive Source Separation

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2018-09-01

OAAI

Laroche, Clement; Kowalski, Matthieu; Papadopoulos, Helene; Richard, Gael

Water Residence Time estimation by 1D deconvolution in the form of a l2-regularized inverse problem with smoothness, positivity and causality constraints

COMPUTERS & GEOSCIENCES

IF4.4

2018-06-01

OAAI

Meresescu, Mina G.; Kowalski, Matthieu; Schmidt, Frederic; Landais, Francois

Adapted and Adaptive Linear Time-Frequency Representations

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2013-11-01

OAAI

Balazs, Peter; Doerfler, Monika; Kowalski, Matthieu; Torresani, Bruno

Mixed-norm estimates for the M/EEG inverse problem using accelerated gradient methods

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2012-03-16

177

OAAI

Gramfort, Alexandre; Kowalski, Matthieu; Haemaelaeinen, Matti

研究方向