AT THE CORE OF MIAI

Axis 1 : Embedded and distributed AI and hardware architecture for AI

• Lorena Anghel & Alexandre Valentian - Hardware for spike-coded neural networks exploiting hybrid CMOS non-volatile technologies (Sept. 2019- Sept. 2024)
• Frédéric Pétrot - Digital Hardware AI Architectures (Sept. 2019- Sept. 2024)
• Denis Trystram - Edge intelligence (Sept. 2019- Sept. 2024)

Axis 2 : Machine learning and reasoning

• Sophie Achard (International) - Advanced Spatiotemporal Statistical Frameworks for brain connectivity (Sept. 2023 - Sept. 2027)
• Emilie Devijver - Causality (Sept. 2023 - Sept. 2027)

 

• Diane Larlus - Lifelong Representation Learning (Sept. 2019- Sept. 2024)
• Julien Mairal - Towards More Data Efficiency in Machine Learning (Sept. 2019- Sept. 2024)
• Jérôme Malick & Yurii Nesterov (International) - Optimisation & Learning (Sept. 2019- Sept. 2024)
• Martial Mermillod (Sophie Achard) - Towards Robust and Understandable Neuromorphic Systems (Sept. 2019- Sept. 2024)

 

• Romain Couillet - Large Dimensional Statistics for AI (Sept. 2019- Sept. 2023)
• Jérôme Euzenat - Knowledge communication and evolution (Sept. 2019- Sept. 2024)
• Anatoli Juditsky & Arkadi Nemirovski (International) - High-dimensional Inference by Convex Optimisation (Sept. 2019- Sept. 2023)
• Patrick Loiseau & Marie-Christine Rousset - Explainable and Responsible AI (Sept. 2019- Sept. 2023)

 Axis 3 : Perception and interaction

• Pia Katalin Bideau (International) - Visual Detection of Opportunities Determining Sequences of Contact States for Object Manipulation (Sept. 2023 - Sept. 2027)
• Max Langer (International) - 3D and 4D Phase Retrieval using Deep Learning (Sept. 2023 - Sept. 2027)
• Pierre-Brice Wieber (International) - Robots for Logistics in Social Environments (Sept. 2023 - Sept. 2027)

 

• Xavier Alameda-Pineda & Radu Horaud - Audio-visual machine perception and interaction for companion robots (Sept. 2019- Sept. 2024)
• Pascal Perrier & Laurent Girin - Bayesian Cognition and Machine Learning for Speech Communication (Sept. 2019- Sept. 2024)
• François Portet & Laurent Besacier - Artificial Intelligence & Language (Sept. 2019- Sept. 2024)
• Christophe Prieur - AI and dynamical systems: new paradigms for control and robots (Sept. 2019- Sept. 2024)

 

• Cordelia Schmid - Towards self-supervised visual learning (Sept. 2019 - Jan. 2021)
• Edmond Boyer - Data Driven 3D Vision (Sept. 2019- Dec. 2022)
• Gérard Bailly & James Crowley - Collaborative Intelligent Systems (Sept. 2019- Sept. 2024)

Axis 4 : AI and society

• Salomé Cojean - Technologies Used in Pedagogy with Artificial Intelligence Adaptations (Sept. 2023 - Sept. 2027)

 

• Gilles Bastin - Algorithmic society (Sept. 2019- Sept. 2024)
• Théodore Christakis - Legal and regulatory implications of artificial intelligence (Sept. 2019- Sept. 2024)
• Thierry Ménissier - Ethics and AI (Sept. 2019- Sept. 2024)

 

•  Sihem Amer-Yahia - Contextual Recommendations in Action - Bridging AI and Real-Life Economics (Sept. 2019- Sept. 2023)

APPLICATION DOMAINS

Axis 5 : Health

• Antoine Frenoy - Models and simulation-based parameter inference for microbial evolution (Sept. 2023 - Sept. 2027)
• Jean-Louis Pépin (International) - Sleep-Health AI (Sept. 2023 - Sept. 2027)
• Nicolas Vuillerme (International) - Smart Life Smart Living intercontinental. AI by and for people (Sept. 2023 - Sept. 2027)

 

• Philippe Cinquin - Deep Care: Patient Empowerment via a Participatory Health Project (Sept. 2019- Sept. 2024)
• Emmanuel Mignot (International) & Jean-Louis Pépin - My Way to Health 'trajectories medicine" (Sept. 2019- Sept. 2024)
• Thomas Burger & Julien Thévenon - Artificial Intelligence for High throughput biomedical investigations (Sept. 2019- Sept. 2024)
• Jocelyne Troccaz & Sanderine Voros - Computer-Assisted Medical Interventions (CAMI) Assistant (Sept. 2019- Sept. 2024)

Axis 6 : Environment & Energy

• Jocelyn Chanussot & Wilfried Thuiller - Multiscale, multimodal and multitemporal remote sensing (Sept. 2019- Sept. 2024)
• Nouredine Hadj-Said - funded by Univ. Grenoble Alpes - Artificial intelligence for Smart Grids (Sept. 2019- Sept. 2024)

 

• Pierre Comon, Simon Barthelmé -  Artificial Intelligence for High throughput biomedical investigations (Sept. 2019 - Dec. 2021)
• Michel Campillo & Olivier Michel - Geophysical applications of AI for natural hazard and georesources (Sept. 2019- Sept. 2023)

Axis 7 : Industry 4.0

• Misaki Ozawa - Estimating the entropy of non-equilibrium physical, chemical, and biological systems from snapshot images using ML techniques (Sept. 2023 - Sept. 2027)
• Martin Urhin (International) - From Edisonian trial and error to the inverse design of materials and molecules (Sept. 2023 - Sept. 2027)

 

• Gülgün Alpan - AI for data-driven and self-configurable supply chains (Sept. 2019- Sept. 2024)
• Massih-Reza Amini & Alexis Deschamps - Machine learning for mAterial desiGN and Efficient sysTems (MAGNET) (Sept. 2019- Sept. 2024)