08.10.2024, 10:15 - 11:45
– 3.06.H02
Kálmán Lecture
Particle Methods in Machine Learning and Inverse Problems
Martin Burger, Helmholtz Imaging
Sebastian Stober (Universität Potsdam)
A short introduction into Deep Learning will be followed by an overview on Deep Generative Models. This will include energy based models (Boltzmann Machines) and more recent developments with variational Bayesian Learning (VAEs, GANs, autoregressive models):