The SHARP projetct met on Nov 22nd 2024 at the Paris Santé Campus. The day combined a tutorial on diffusion models by David Picard, an overview of foundation models for physical sciences by Patrick Gallinari, several spotlight presentations. Much of the afternoon was then dedicated to a brainstorming session to foster discussions and possible collaborations between participants.
The list of spotlights was:
- Signal Dynamics in Diffusion Models: Enhancing Text-to-Image Alignment through Step Selection [Grimal, Le Borgne, Ferret]
- Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification [Fournier-Mongieux, Soumm, Popescu, Luvison, Le Borgne]
- Graph Coarsening with Message-Passing Guarantees (NeurIPS 2024) [Joly, Keriven]
- Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans (CVPR 2024) [Loiseau, Vincent, Aubry, Landrieu]
