Antoine Collas

1. Geodesic Optimization for Predictive Shift Adaptation on EEG data
   2024/07/04 by Apolline Mellot, Mellot, Apolline, Antoine Collas +7 · 2 voices · 3 citations
   Neuroscience · #Functional Brain Connectivity Studies #cs.LG #eess.SP #stat.ML
2. SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities
   2024/07/16 by Yanis Lalou, Lalou, Yanis, Théo Gnassounou +15 · 1 voice · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #cs.AI #cs.LG #stat.ME #stat.ML
3. PSDNorm: Test-Time Temporal Normalization for Deep Learning in Sleep Staging
   2025/03/06 by Théo Gnassounou, Antoine Collas, Gnassounou, Théo +5 · 2 citations
   Computer Science · Medicine · #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Obstructive Sleep Apnea Research #Speech and Audio Processing
4. Multi-Source and Test-Time Domain Adaptation on Multivariate Signals using Spatio-Temporal Monge Alignment
   2024/07/19 by Théo Gnassounou, Antoine Collas, Gnassounou, Théo +7 · 1 citation
   Computer Science · #Speech and Audio Processing
5. The Fisher-Rao geometry of CES distributions
   2023/10/02 by Florent Bouchard, Bouchard, Florent, Arnaud Breloy +7 · 1 citation
   Physics and Astronomy · Mathematics · #Statistical Mechanics and Entropy #Advanced Statistical Methods and Models