Collas, Antoine

4 publications

ICLR 2026 PSDNorm: Temporal Normalization for Deep Learning in Sleep Staging Theo Gnassounou, Antoine Collas, Rémi Flamary, Alexandre Gramfort

NeurIPS 2025 Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry Antoine Collas, Ce Ju, Nicolas Salvy, Bertrand Thirion

TMLR 2025 SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation on Diverse Modalities Yanis Lalou, Theo Gnassounou, Antoine Collas, Antoine de Mathelin, Oleksii Kachaiev, Ambroise Odonnat, Thomas Moreau, Alexandre Gramfort, Rémi Flamary

NeurIPS 2024 Geodesic Optimization for Predictive Shift Adaptation on EEG Data Apolline Mellot, Antoine Collas, Sylvain Chevallier, Alexandre Gramfort, Denis A. Engemann