- 2024
- Ourania Altiparmaki, Samira Amraoui, Marcel Kleinherenbrink, Thomas Moreau, Claire Maraldi, Pieter Visser, Marc Naeije:
Introducing the Azimuth Cutoff as an Independent Measure for Characterizing Sea-State Dynamics in SAR Altimetry. Remote. Sens. 16(7): 1292 (2024) - Samira Amraoui, Pietro Guccione, Thomas Moreau, Marta Alves, Ourania Altiparmaki, Charles Peureux, Lisa Recchia, Claire Maraldi, François Boy, Craig Donlon:
Optimal Configuration of Omega-Kappa FF-SAR Processing for Specular and Non-Specular Targets in Altimetric Data: The Sentinel-6 Michael Freilich Study Case. Remote. Sens. 16(6): 1112 (2024) - Anna Mangilli, Claude R. Duguay, Justin Murfitt, Thomas Moreau, Samira Amraoui, Jaya Sree Mugunthan, Pierre Thibaut, Craig Donlon:
Improving the Estimation of Lake Ice Thickness with High-Resolution Radar Altimetry Data. Remote. Sens. 16(14): 2510 (2024) - Lisa Recchia, Pietro Guccione, Thomas Moreau, Craig Donlon:
Utilizing the Sentinel-6 Michael Freilich Equivalent Number of Looks for Sea State Applications. Remote. Sens. 16(11): 1866 (2024) - Mathieu Dagréou, Thomas Moreau, Samuel Vaiter, Pierre Ablin:
A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization. AISTATS 2024: 82-90 - Matthieu Terris, Thomas Moreau, Nelly Pustelnik, Julián Tachella:
Equivariant Plug-and-Play Image Reconstruction. CVPR 2024: 25255-25264 - Baptiste Moreau-Pernet, Yu Tian, Sandra Sawaya, Peter Foltz, Jie Cao, Brent Milne, Thomas Christie:
Classifying Tutor Discursive Moves at Scale in Mathematics Classrooms with Large Language Models. L@S 2024: 361-365 - Pierre Guetschel, Thomas Moreau, Michael Tangermann:
S-JEPA: towards seamless cross-dataset transfer through dynamic spatial attention. CoRR abs/2403.11772 (2024) - Sylvain Chevallier, Igor Carrara, Bruno Aristimunha, Pierre Guetschel, Sara Sedlar, Bruna Lopes, Sebastien Velut, Salim Khazem, Thomas Moreau:
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark. CoRR abs/2404.15319 (2024) - Emilia Siviero, Guillaume Staerman, Stéphan Clémençon, Thomas Moreau:
Flexible Parametric Inference for Space-Time Hawkes Processes. CoRR abs/2406.06849 (2024) - Guillaume Staerman, Virginie Loison, Thomas Moreau:
Unmixing Noise from Hawkes Process to Model Learned Physiological Events. CoRR abs/2406.16938 (2024) - Yanis Lalou, Théo Gnassounou, Antoine Collas, Antoine de Mathelin, Oleksii Kachaiev, Ambroise Odonnat, Alexandre Gramfort, Thomas Moreau, Rémi Flamary:
SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation. CoRR abs/2407.11676 (2024) - 2023
- Zaccharie Ramzi, Kevin Michalewicz, Jean-Luc Starck, Thomas Moreau, Philippe Ciuciu:
Wavelets in the Deep Learning Era. J. Math. Imaging Vis. 65(1): 240-251 (2023) - Lindsey Power, Cédric Allain, Thomas Moreau, Alexandre Gramfort, Timothy Bardouille:
Using convolutional dictionary learning to detect task-related neuromagnetic transients and ageing trends in a large open-access dataset. NeuroImage 267: 119809 (2023) - Jorge M. Magalhães, Ian G. Lapa, Adriana M. Santos-Ferreira, José C. B. da Silva, Fanny Piras, Thomas Moreau, Samira Amraoui, Marcello Passaro, Christian Schwatke, Michael G. Hart-Davis, Claire Maraldi, Craig Donlon:
Using a Tandem Flight Configuration between Sentinel-6 and Jason-3 to Compare SAR and Conventional Altimeters in Sea Surface Signatures of Internal Solitary Waves. Remote. Sens. 15(2): 392 (2023) - Louis Rouillard, Alexandre Le Bris, Thomas Moreau, Demian Wassermann:
PAVI: Plate-Amortized Variational Inference. Trans. Mach. Learn. Res. 2023 (2023) - Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty:
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals. ICML 2023: 2777-2805 - Guillaume Staerman, Cédric Allain, Alexandre Gramfort, Thomas Moreau:
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels. ICML 2023: 32575-32597 - Raphael Moreau, Thomas Calligaro, Sorin Hermon:
Multi-Sensor Scanners and Machine-Learning Data Processing: A Novel Instrumentation and Data Analysis Method in Heritage Science. ICTON 2023: 1-9 - Arthur Moreau, Thomas Gilles, Nathan Piasco, Dzmitry Tsishkou, Bogdan Stanciulescu, Arnaud de La Fortelle:
ImPosing: Implicit Pose Encoding for Efficient Visual Localization. WACV 2023: 2891-2901 - Adam Drobot, Roberto Minerva, Noël Crespi, Lies Benmiloud Bechet, Flavio Bonomi, Richard Heininger, Thomas Ernst Jost, Gyu Myoung Lee, Ernö Kovacs, Nicolas Moreau, Praboda Rajapaksha, Claudio Savaglio, JaeSeung Song, Christian Stary:
Summary of the 2nd Workshop on Digital Twins and the Internet of Things at IEEE WF-IoT 2023. WF-IoT 2023: 1-2 - Mathieu Dagréou, Thomas Moreau, Samuel Vaiter, Pierre Ablin:
A Near-Optimal Algorithm for Bilevel Empirical Risk Minimization. CoRR abs/2302.08766 (2023) - Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty:
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals. CoRR abs/2303.05798 (2023) - Zaccharie Ramzi, Pierre Ablin, Gabriel Peyré, Thomas Moreau:
Test like you Train in Implicit Deep Learning. CoRR abs/2305.15042 (2023) - Louis Rouillard, Alexandre Le Bris, Thomas Moreau, Demian Wassermann:
PAVI: Plate-Amortized Variational Inference. CoRR abs/2308.16022 (2023) - Matthieu Terris, Thomas Moreau:
Meta-Prior: Meta learning for Adaptive Inverse Problem Solvers. CoRR abs/2311.18710 (2023) - Matthieu Terris, Thomas Moreau, Nelly Pustelnik, Julián Tachella:
Equivariant plug-and-play image reconstruction. CoRR abs/2312.01831 (2023) - 2022
- Thomas Moreau, Alexandre Gramfort:
DiCoDiLe: Distributed Convolutional Dictionary Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2426-2437 (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): 587 (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: 1-16 (2022)