CILVR SEMINAR: Deep learning for scientific discovery

Date: Tuesday, March 8, 2022, 7:43PM

Location: ONLI

Speaker: Carlos Fernandez-Granda

Deep-learning models for image processing achieve impressive results when trained on standard natural-image datasets in a supervised fashion. However, unleashing their potential in practice will require developing unsupervised or semi-supervised approaches capable of learning from real data, as well as understanding the strategies learned by these models. In this talk, we will describe advances in this direction.