- Mathieu Dagréou, Pierre Ablin, Samuel Vaiter, Thomas Moreau:
A framework for bilevel optimization that enables stochastic and global variance reduction algorithms. CoRR abs/2201.13409 (2022) - Cédric Rommel, Thomas Moreau, Alexandre Gramfort:
Deep invariant networks with differentiable augmentation layers. CoRR abs/2202.02142 (2022) - Arthur Moreau, Thomas Gilles, Nathan Piasco, Dzmitry Tsishkou, Bogdan Stanciulescu, Arnaud de La Fortelle:
ImPosIng: Implicit Pose Encoding for Efficient Camera Pose Estimation. CoRR abs/2205.02638 (2022) - Louis Rouillard, Thomas Moreau, Demian Wassermann:
PAVI: Plate-Amortized Variational Inference. CoRR abs/2206.05111 (2022) - 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 abs/2206.13424 (2022) - Cédric Rommel, Joseph Paillard, Thomas Moreau, Alexandre Gramfort:
Data augmentation for learning predictive models on EEG: a systematic comparison. CoRR abs/2206.14483 (2022) - Guillaume Staerman, Cédric Allain, Alexandre Gramfort, Thomas Moreau:
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels. CoRR abs/2210.04635 (2022) - 2021
- Alexandre Routier
, Ninon Burgos
, Mauricio Diaz-Melo, Michael Bacci, Simona Bottani, Omar El-Rifai, Sabrina Fontanella, Pietro Gori, Jérémy Guillon, Alexis Guyot, Ravi Hassanaly
, Thomas Jacquemont, Pascal Lu, Arnaud Marcoux, Tristan Moreau, Jorge Samper-González, Marc Teichmann, Elina Thibeau-Sutre
, Ghislain Vaillant, Junhao Wen, Adam Wild, Marie Odile Habert, Stanley Durrleman
, Olivier Colliot
:
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies. Frontiers Neuroinformatics 15: 689675 (2021) - David Bol
, Maxime Schramme
, Ludovic Moreau, Pengcheng Xu
, Rémi Dekimpe
, Roghayeh Saeidi
, Thomas Haine
, Charlotte Frenkel
, Denis Flandre
:
SleepRunner: A 28-nm FDSOI ULP Cortex-M0 MCU With ULL SRAM and UFBR PVT Compensation for 2.6-3.6-μW/DMIPS 40-80-MHz Active Mode and 131-nW/kB Fully Retentive Deep-Sleep Mode. IEEE J. Solid State Circuits 56(7): 2256-2269 (2021) - Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi
, Claire Leroy, Philippe Ciuciu:
Multivariate semi-blind deconvolution of fMRI time series. NeuroImage 241: 118418 (2021) - Clement Moreau, Thomas Devogele, Cyril de Runz, Verónika Peralta, Evelyne Moreau, Laurent Étienne:
A Fuzzy Generalisation of the Hamming Distance for Temporal Sequences. FUZZ-IEEE 2021: 1-8 - Pedro Rodrigues, Thomas Moreau, Gilles Louppe, Alexandre Gramfort:
HNPE: Leveraging Global Parameters for Neural Posterior Estimation. NeurIPS 2021: 13432-13443 - Clement Moreau, Alexandre Chanson
, Verónika Peralta, Thomas Devogele, Cyril de Runz:
Clustering sequences of multi-dimensional sets of semantic elements. SAC 2021: 384-391 - Pedro L. C. Rodrigues, Thomas Moreau, Gilles Louppe
, Alexandre Gramfort:
Leveraging Global Parameters for Flow-based Neural Posterior Estimation. CoRR abs/2102.06477 (2021) - 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 abs/2106.00553 (2021) - Benoît Malézieux, Thomas Moreau, Matthieu Kowalski:
Dictionary and prior learning with unrolled algorithms for unsupervised inverse problems. CoRR abs/2106.06338 (2021) - Cédric Rommel, Thomas Moreau, Alexandre Gramfort:
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals. CoRR abs/2106.13695 (2021) - Cédric Allain, Alexandre Gramfort, Thomas Moreau, A. Preprint:
DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals. CoRR abs/2112.06652 (2021) - 2020
- Ludivine Morvan
, Thomas Carlier, Bastien Jamet, Clément Bailly
, Caroline Bodet-Milin, Philippe Moreau
, Françoise Kraeber-Bodéré
, Diana Mateus:
Leveraging RSF and PET images for prognosis of multiple myeloma at diagnosis. Int. J. Comput. Assist. Radiol. Surg. 15(1): 129-139 (2020) - David Janke
, Alfonso Caiazzo
, Naveed Ahmed
, Najib Alia, Oswald Knoth, Baptiste Moreau, Ulrich Wilbrandt, Dilya Willink, Thomas Amon, Volker John:
On the feasibility of using open source solvers for the simulation of a turbulent air flow in a dairy barn. Comput. Electron. Agric. 175: 105546 (2020) - Gabriel A. Brat
, Griffin M. Weber
, Nils Gehlenborg, Paul Avillach
, Nathan P. Palmer, Luca Chiovato
, James J. Cimino
, Lemuel R. Waitman, Gilbert S. Omenn
, Alberto Malovini
, Jason H. Moore, Brett K. Beaulieu-Jones
, Valentina Tibollo
, Shawn N. Murphy, Sehi L'Yi
, Mark S. Keller
, Riccardo Bellazzi
, David A. Hanauer
, Arnaud Serret-Larmande
, Alba Gutiérrez-Sacristán
, John J. Holmes, Douglas S. Bell
, Kenneth D. Mandl
, Robert W. Follett
, Jeffrey G. Klann
, Douglas A. Murad, Luigia Scudeller
, Mauro Bucalo
, Katie G. Kirchoff
, Jean B. Craig, Jihad S. Obeid
, Vianney Jouhet
, Romain Griffier
, Sébastien Cossin
, Bertrand Moal, Lav P. Patel
, Antonio Bellasi
, Hans-Ulrich Prokosch, Detlef Kraska, Piotr Sliz
, Amelia L. M. Tan
, Kee Yuan Ngiam
, Alberto Zambelli
, Danielle L. Mowery
, Emily Schriver
, Batsal Devkota, Robert L. Bradford
, Mohamad Daniar, Christel Daniel, Vincent Benoit, Romain Bey, Nicolas Paris, Patricia Serre, Nina Orlova, Julien Dubiel, Martin Hilka, Anne-Sophie Jannot
, Stéphane Bréant, Judith Leblanc
, Nicolas Griffon
, Anita Burgun, Mélodie Bernaux, Arnaud Sandrin, Elisa Salamanca, Sylvie Cormont, Thomas Ganslandt
, Tobias Gradinger
, Julien Champ
, Martin Boeker
, Patricia Martel, Loic Esteve, Alexandre Gramfort, Olivier Grisel, Damien Leprovost
, Thomas Moreau, Gaël Varoquaux, Jill-Jênn Vie
, Demian Wassermann
, Arthur Mensch, Charlotte Caucheteux, Christian Haverkamp
, Guillaume Lemaitre, Silvano Bosari
, Ian D. Krantz
, Andrew M. South
, Tianxi Cai
, Isaac S. Kohane
:
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium. npj Digit. Medicine 3 (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): 2668 (2020) - Sylvestre Duroudier
, Sonia Chardonnel, B. Mericskay, Isabelle Andre-Poyaud, O. Bedel, S. Depeau, Thomas Devogele, Laurent Étienne, A. Lepetit, Clement Moreau, N. Pelletier, E. Ployon, K. Tabaka:
Diagnostic qualité et apurement des données de mobilité quotidienne issues de l'enquête mixte et longitudinale Mobi'Kids. Rev. Int. Géomatique 30(1-2): 127-148 (2020) - Clément Moreau, Verónika Peralta, Patrick Marcel, Alexandre Chanson, Thomas Devogele:
Learning Analysis Patterns using a Contextual Edit Distance. DOLAP 2020: 46-55 - 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: 928-931 - Zaccharie Ramzi, Jean-Luc Starck, Thomas Moreau, Philippe Ciuciu:
Wavelets in the Deep Learning Era. EUSIPCO 2020: 1417-1421 - Pierre Ablin, Gabriel Peyré, Thomas Moreau:
Super-efficiency of automatic differentiation for functions defined as a minimum. ICML 2020: 32-41 - Ludivine Morvan, Cristina Nanni
, Anne-Victoire Michaud, Bastien Jamet, Clément Bailly, Caroline Bodet-Milin, Stephane Chauvie, Cyrille Touzeau, Philippe Moreau, Elena Zamagni
, Françoise Kraeber-Bodéré
, Thomas Carlier, Diana Mateus:
Learned Deep Radiomics for Survival Analysis with Attention. PRIME@MICCAI 2020: 35-45 - Hamza Cherkaoui, Jeremias Sulam, Thomas Moreau:
Learning to solve TV regularised problems with unrolled algorithms. NeurIPS 2020