1 code implementation • 19 Mar 2024 • Sebastian Bischoff, Alana Darcher, Michael Deistler, Richard Gao, Franziska Gerken, Manuel Gloeckler, Lisa Haxel, Jaivardhan Kapoor, Janne K Lappalainen, Jakob H Macke, Guy Moss, Matthijs Pals, Felix Pei, Rachel Rapp, A Erdem Sağtekin, Cornelius Schröder, Auguste Schulz, Zinovia Stefanidi, Shoji Toyota, Linda Ulmer, Julius Vetter
To demonstrate how these distances are used in practice, we evaluate generative models from different scientific domains, namely a model of decision making and a model generating medical images.
1 code implementation • 4 Dec 2023 • Alexander Frotscher, Jaivardhan Kapoor, Thomas Wolfers, Christian F. Baumgartner
Early detection of anomalies in medical images such as brain MRI is highly relevant for diagnosis and treatment of many conditions.
no code implementations • 9 Jan 2023 • Jaivardhan Kapoor, Jakob H. Macke, Christian F. Baumgartner
Generative modeling of 3D brain MRIs presents difficulties in achieving high visual fidelity while ensuring sufficient coverage of the data distribution.
no code implementations • 9 Jul 2017 • Siddhartha Saxena, Shibhansh Dohare, Jaivardhan Kapoor
Variational inference methods often focus on the problem of efficient model optimization, with little emphasis on the choice of the approximating posterior.