Denis Coquenet, Semantic segmentation with transformers and GNN, with Nicolas Thome (ISIR) and Raphaël Fournier (Cnam)

Emanuele Dalsasso, Uncertainty in SAR image segmentation, with Nicolas Thome (ISIR)

Thérèse Tisseau des Escotais, Video editing for advanced driver-assistance system validation, with Arnaud Breloy (Cnam) and Bretrand Leroy (Ampere Group)

Marc Lafon, Uncertainty for active learning, with Nicolas Thome (ISIR)

Elias Ramzi, deep learning for visual search in large logos databases, with Nicolas Thome (ISIR), Nicolas Audebert (Cnam) and Xavier Bitot (Coexya Group)

Loic Themyr, 3D Ultra-Sound image segmentation, with Nicolas Thome (ISIR) and Toby Collins (IRCAD)

Richard Wilouwou (MSC Optimization at University Paris-Saclay). Internship on robustness for deep network

Zakariae El Asri (MSC Artificial Intelligence at Ecole CentraleSupélec). Internship on model based reinforcement learning guided by phyisical knowledge

Raphaël Boige (master Data Science, Télécom Paris/École Polytechnique). Internship on learning agents with diversified behaviours for video games by reinforcement

João Pedro Araújo Ferreira Campos (ENSTA Paris). Internship on spatially-equivariant representation learning for remote sensing and medical images.