@misc{gnassounou2024mongealigmnent,title={Multi-Source and Test-Time Domain Adaptation on Multivariate Signals using Spatio-Temporal Monge Alignment},author={Gnassounou, Théo and Collas, Antoine and Flamary, Rémi and Lounici, Karim and Gramfort, Alexandre},year={2024},eprint={2407.14303},archiveprefix={arXiv},primaryclass={cs.LG},url={https://arxiv.org/abs/2407.14303},}
SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation
Yanis Lalou , Théo Gnassounou , Antoine Collas , and 6 more authors
@misc{lalou2024skadabench,title={SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation},author={Lalou, Yanis and Gnassounou, Théo and Collas, Antoine and de Mathelin, Antoine and Kachaiev, Oleksii and Odonnat, Ambroise and Gramfort, Alexandre and Moreau, Thomas and Flamary, Rémi},year={2024},eprint={2407.11676},archiveprefix={arXiv},primaryclass={cs.LG},url={https://arxiv.org/abs/2407.11676},}
2023
Convolutional Monge Mapping Normalization for learning on biosignals
Théo Gnassounou , Rémi Flamary , and Alexandre Gramfort
In Neural Information Processing Systems (NeurIPS) , 2023
@inproceedings{gnassounou2023convolutional,author={Gnassounou, Théo and Flamary, Rémi and Gramfort, Alexandre},title={Convolutional Monge Mapping Normalization for learning on biosignals},booktitle={Neural Information Processing Systems (NeurIPS)},year={2023}}
2021
Adaptive Subsampling of Multidomain Signals with Product Graphs
Théo Gnassounou , Pierre Humbert , and Laurent Oudre
In ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2021
@inproceedings{9413459,author={Gnassounou, Théo and Humbert, Pierre and Oudre, Laurent},booktitle={ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},title={Adaptive Subsampling of Multidomain Signals with Product Graphs},year={2021},volume={},number={},pages={5295-5299},doi={10.1109/ICASSP39728.2021.9413459},}