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ORCIDThéo Gnassounou
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2020 – today
- 2025
[b1]Théo Gnassounou:
Multi-source domain adaptation for learning on biosignals. (Adaptation multi-sources pour l'apprentissage à partir de signaux biologiques). University of Paris-Saclay, France, 2025- [j1]Yanis Lalou, Théo Gnassounou, Antoine Collas, Antoine de Mathelin, Ambroise Odonnat, Thomas Moreau, Alexandre Gramfort, Rémi Flamary:
SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities. Trans. Mach. Learn. Res. 2025 (2025) - [d1]Bruno Aristimunha
, Pierre Guetshel, Martin Wimpff, Lukas Gemein, Cédric Rommel, Hubert J. Banville, Maciej Sliwowski, Daniel Wilson, Simon Brandt, Théo Gnassounou, Joseph Paillard, Bruna Lopes, Sara Sedlar, Thomas Moreau, Sylvain Chevallier, Alexandre Gramfort, Robin Tibor Schirrmeister:
Braindecode: toolbox for decoding raw electrophysiological brain data with deep learning models. Zenodo, 2025
- [i5]Théo Gnassounou, Antoine Collas, Rémi Flamary, Alexandre Gramfort:
PSDNorm: Test-Time Temporal Normalization for Deep Learning on EEG Signals. CoRR abs/2503.04582 (2025) - [i4]Théo Gnassounou, Yessin Moakher, Shifeng Xie, Vasilii Feofanov, Ievgen Redko:
Leveraging Generic Time Series Foundation Models for EEG Classification. CoRR abs/2510.27522 (2025) - 2024
- [i3]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) - [i2]Théo Gnassounou, Antoine Collas, Rémi Flamary, Karim Lounici, Alexandre Gramfort:
Multi-Source and Test-Time Domain Adaptation on Multivariate Signals using Spatio-Temporal Monge Alignment. CoRR abs/2407.14303 (2024) - 2023
- [c2]Théo Gnassounou, Rémi Flamary, Alexandre Gramfort:
Convolution Monge Mapping Normalization for learning on sleep data. NeurIPS 2023 - [i1]Théo Gnassounou, Rémi Flamary, Alexandre Gramfort:
Convolutional Monge Mapping Normalization for learning on biosignals. CoRR abs/2305.18831 (2023) - 2021
- [c1]Théo Gnassounou, Pierre Humbert, Laurent Oudre:
Adaptive Subsampling of Multidomain Signals with Product Graphs. ICASSP 2021: 5295-5299
Coauthor Index
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