Gitta Kutyniok: "Deep Learning and Modeling: Taking the Best out of Both Worlds"

Deep Learning and Medical Applications 2020 "Deep Learning and Modeling: Taking the Best out of Both Worlds" Gitta Kutyniok - Technische Universität Berlin, Program in Applied and Computational Mathematics Abstract: Pure model-based approaches are today often insufficient for solving complex inverse problems in imaging. At the same time, we witness the tremendous success of data based methodologies, in particular, deep neural networks for such problems. However, at the same time, pure deep learning approa