Antoine de Mathelin

1. Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization
   2023/09/27 by Antoine de Mathelin, de Mathelin, Antoine, François Deheeger +5 · 2 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. A Binded VAE for Inorganic Material Generation
   2021/12/17 by Fouad Oubari, Oubari, Fouad, Antoine de Mathelin +5 · 2 citations
   Computer Science · Engineering · Materials Science · #Data Visualization and Analytics #Design Education and Practice #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
3. SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities
   2024/07/16 by Yanis Lalou, Théo Gnassounou, Lalou, Yanis +15 · 1 voice · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #cs.AI #cs.LG #stat.ME #stat.ML