Thomas Moreau

ORCID

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 45

Top Venues

CoRR

NeurIPS

ICLR

IEEE Trans. Geosci. Remote. Sens.

University of Paris-Saclay, France (PHD)

Education History

University of Paris-Saclay, France

PHD

Publications

Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter
Benchopt: Reproducible, efficient and collaborative optimization benchmarks. CoRR (2022)
Guillaume Staerman, Cédric Allain, Alexandre Gramfort, Thomas Moreau
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels. CoRR (2022)
Mathieu Dagréou, Pierre Ablin, Samuel Vaiter, Thomas Moreau
A framework for bilevel optimization that enables stochastic and global variance reduction algorithms. CoRR (2022)
Cédric Allain, Alexandre Gramfort, Thomas Moreau
DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals. ICLR (2022)
Louis Rouillard, Thomas Moreau, Demian Wassermann
PAVI: Plate-Amortized Variational Inference. CoRR (2022)
Zaccharie Ramzi, Florian Mannel, Shaojie Bai, Jean-Luc Starck, Philippe Ciuciu, Thomas Moreau
SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models. ICLR (2022)
Cédric Rommel, Thomas Moreau, Joseph Paillard, Alexandre Gramfort
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals. ICLR (2022)
Thomas Moreau, Alexandre Gramfort
DiCoDiLe: Distributed Convolutional Dictionary Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (5) (2022)
Cédric Rommel, Thomas Moreau, Alexandre Gramfort
Deep invariant networks with differentiable augmentation layers. CoRR (2022)
Adriana M. Santos-Ferreira, José C. B. da Silva, Jorge M. Magalhães, Samira Amraoui, Thomas Moreau, Claire Maraldi, François Boy, Nicolas Picot, Franck Borde
Effects of Surface Wave Breaking Caused by Internal Solitary Waves in SAR Altimeter: Sentinel-3 Copernicus Products and Advanced New Products. Remote. Sens. 14 (3) (2022)
Cédric Rommel, Joseph Paillard, Thomas Moreau, Alexandre Gramfort
Data augmentation for learning predictive models on EEG: a systematic comparison. CoRR (2022)
Salvatore Dinardo, Claire Maraldi, Jean-Alexis Daguze, Samira Amraoui, Francois Boy, Thomas Moreau, Marco Fornari, Robert Cullen, Nicolas Picot
Sentinel-6 MF Poseidon-4 Radar Altimeter In-Flight Calibration and Performances Monitoring. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Benoît Malézieux, Thomas Moreau, Matthieu Kowalski
Understanding approximate and unrolled dictionary learning for pattern recovery. ICLR (2022)
Zaccharie Ramzi, Florian Mannel, Shaojie Bai, Jean-Luc Starck, Philippe Ciuciu, Thomas Moreau
SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models. CoRR (2021)
Pedro Rodrigues, Thomas Moreau, Gilles Louppe, Alexandre Gramfort
HNPE: Leveraging Global Parameters for Neural Posterior Estimation. NeurIPS (2021)
Benoît Malézieux, Thomas Moreau, Matthieu Kowalski
Dictionary and prior learning with unrolled algorithms for unsupervised inverse problems. CoRR (2021)
Cédric Allain, Alexandre Gramfort, Thomas Moreau, A. Preprint
DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals. CoRR (2021)
Cédric Rommel, Thomas Moreau, Alexandre Gramfort
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals. CoRR (2021)
Pedro L. C. Rodrigues, Thomas Moreau, Gilles Louppe, Alexandre Gramfort
Leveraging Global Parameters for Flow-based Neural Posterior Estimation. CoRR (2021)
Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Claire Leroy, Philippe Ciuciu
Multivariate semi-blind deconvolution of fMRI time series. NeuroImage 241 (2021)
Pierre Ablin, Gabriel Peyré, Thomas Moreau
Super-efficiency of automatic differentiation for functions defined as a minimum. ICML (2020)
Marine Le Morvan, Julie Josse, Thomas Moreau, Erwan Scornet, Gaël Varoquaux
Neumann networks: differential programming for supervised learning with missing values. CoRR (2020)
Pierre Ablin, Gabriel Peyré, Thomas Moreau
Super-efficiency of automatic differentiation for functions defined as a minimum. CoRR (2020)
Clément Lalanne, Maxence Rateaux, Laurent Oudre, Matthieu P. Robert, Thomas Moreau
Extraction of Nystagmus Patterns from Eye-Tracker Data with Convolutional Sparse Coding. EMBC (2020)
José C. B. da Silva, Adriana M. Santos-Ferreira, Pierre Rieu, Thomas Moreau, Franck Borde, Francois Boy, C. Maraldi, Nicolas Picot, Craig Donlon
Detection of Internal Solitary Waves with Conventional and Advanced SAR Altimetry Processing Methods: Preliminary Results. IGARSS (2020)
Marine Le Morvan, Julie Josse, Thomas Moreau, Erwan Scornet, Gaël Varoquaux
NeuMiss networks: differentiable programming for supervised learning with missing values. NeurIPS (2020)
Zaccharie Ramzi, Jean-Luc Starck, Thomas Moreau, Philippe Ciuciu
Wavelets in the Deep Learning Era. EUSIPCO (2020)
Sébastien Clerc, Craig Donlon, Franck Borde, Nicolas Lamquin, Samuel E. Hunt, Dave Smith, Malcolm McMillan, Jonathan P. D. Mittaz, Emma Woolliams, Matthew L. Hammond, Christopher J. Banks, Thomas Moreau, Bruno Picard, Matthias Raynal, Pierre Rieu, Adrien Guérou
Benefits and Lessons Learned from the Sentinel-3 Tandem Phase. Remote. Sens. 12 (17) (2020)
Clément Lalanne, Maxence Rateaux, Laurent Oudre, Matthieu P. Robert, Thomas Moreau
Extraction of Nystagmus Patterns from Eye-Tracker Data with Convolutional Sparse Coding. CoRR (2020)
Hamza Cherkaoui, Jeremias Sulam, Thomas Moreau
Learning to solve TV regularised problems with unrolled algorithms. NeurIPS (2020)
Thomas Moreau, Alexandre Gramfort
Distributed Convolutional Dictionary Learning (DiCoDiLe): Pattern Discovery in Large Images and Signals. CoRR (2019)
Charles Truong, Rémi Barrois-Müller, Thomas Moreau, Clément Provost, Aliénor Vienne-Jumeau, Albane Moreau, Pierre-Paul Vidal, Nicolas Vayatis, Stéphane Buffat, Alain P. Yelnik, Damien Ricard, Laurent Oudre
A Data Set for the Study of Human Locomotion with Inertial Measurements Units. Image Process. Line 9 (2019)
Pierre Ablin, Thomas Moreau, Mathurin Massias, Alexandre Gramfort
Learning step sizes for unfolded sparse coding. CoRR (2019)
Pierre Ablin, Thomas Moreau, Mathurin Massias, Alexandre Gramfort
Learning step sizes for unfolded sparse coding. NeurIPS (2019)
Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu
Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI. ICASSP (2019)
Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu
fMRI BOLD signal decomposition using a multivariate low-rank model. EUSIPCO (2019)
Laurent Oudre, Rémi Barrois, Thomas Moreau, Charles Truong, Aliénor Vienne-Jumeau, Damien Ricard, Nicolas Vayatis, Pierre-Paul Vidal
Template-Based Step Detection with Inertial Measurement Units. Sensors 18 (11) (2018)
Tom Dupré la Tour, Thomas Moreau, Mainak Jas, Alexandre Gramfort
Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals. CoRR (2018)
Tom Dupré la Tour, Thomas Moreau, Mainak Jas, Alexandre Gramfort
Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals. NeurIPS (2018)
Thomas Moreau, Laurent Oudre, Nicolas Vayatis
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding. ICML (2018)
Thomas Moreau, Laurent Oudre, Nicolas Vayatis
Distributed Convolutional Sparse Coding. CoRR (2017)
Thomas Moreau, Joan Bruna
Understanding Trainable Sparse Coding with Matrix Factorization. ICLR (Poster) (2017)
Francois Boy, Jean-Damien Desjonqueres, Nicolas Picot, Thomas Moreau, Matthias Raynal
CryoSat-2 SAR-Mode Over Oceans: Processing Methods, Global Assessment, and Benefits. IEEE Trans. Geosci. Remote. Sens. 55 (1) (2017)
Thomas Moreau, Julien Audiffren
Post Training in Deep Learning with Last Kernel. CoRR (2016)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Francois Boy, Thomas Moreau
Including Antenna Mispointing in a Semi-Analytical Model for Delay/Doppler Altimetry. IEEE Trans. Geosci. Remote. Sens. 53 (2) (2015)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Thomas Moreau, Francois Boy
Exploiting time and frequency information for Delay/Doppler altimetry. EUSIPCO (2014)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Francois Boy, Thomas Moreau
A generalized semi-analytical model for delay/Doppler altimetry. IGARSS (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Thomas Moreau