Research

• RYDER (Chair 25-30), PostGenAI@Paris AI Cluster: chair coordinator, with R. Vialle
• RODEO (PRME, ANR 24-29), Robust AI in surgical robotics: Project coordinator
• PEPR SHARP (23-27), Theoretical and Algorithmic Principles for frugal ML: SU coordinator
• ORCHID (ANR 22-27), Automatic etiological diagnosis of cardiac diseases: SU coordinator
• PEPR TASE/HyMES (23-27), Hybrid modelling for multi-energy systems: SU member
• AHEAD (ANR 20-26), AI for Health, Physics, Transportation and Defense: Program coordinator
• PILLAR Robots (EU project 22-26), Increasing the autonomy of robots: SU member

Former Projects:

• Diamelex (ANR 21-24), Diagnosis of melanoma by similarity learning: CEDRIC coordinator
• ASTRAL (ANR ASTRID 21-24), Machine learning for SAR imagery: CEDRIC member
• Deeplomatics (ANR ASTRID 19-22), Deep learning for visual-acoustic detection: CEDRIC coordinator
• MALESI (20-22), Machine Learning to Explain Security Incidents: CEDRIC/Vertigo PI
• Deep in France (ANR 17-21), "Green" Deep Learning: LIP6 member
• DeepVision (ANR 2015-2020 with Canada), Deep Learning for structured prediction: LIP6 member
• VISIIR (ANR CONTINT 2013-2018), Eye-Driven, Weakly-Supervised Learning: Project coordinator
• ASAP (ANR DEFIS 2010-2013), Learning deep archtectures for image classification
• GEOPEUPLE (ANR Espace & Territoire 2010-2014) , Population evolution through old maps analysis
• SCAPE (IP european project 2011-2014), Web archiving and semantic similarity
• ITOWNS (ANR 2008-2011), Content-based image retrieval in high resolution street images
• MERLION Project (Singapore)
• Cassini: Objects detection in old maps (churches, mills, castles, etc)