Séminaire Data de l’ENS

25 May 2023, 13h00-14h00 (Paris time), room Amphi Jaures (29 Rue d'Ulm). Valentin De Bortoli (CNRS and ENS) Title: Generative modelling with diffusion: theory and practice Abstract: Generative modeling is the task of drawing new samples from an underlying distribution known only via an empirical measure. There exists a myriad of models to tackle this problem with applications in image and speech processing, medical imaging, forecasting and protein modeling to cite a few. Among these methods score-based generative models (or diffusion models) are a new powerful class of generative models that exhibit remarkable […]