Sorrenson, Peter

5 publications

ICML 2025 Learning Distances from Data with Normalizing Flows and Score Matching Peter Sorrenson, Daniel Behrend-Uriarte, Christoph Schnoerr, Ullrich Koethe

AISTATS 2024 Free-Form Flows: Make Any Architecture a Normalizing Flow Felix Draxler, Peter Sorrenson, Lea Zimmermann, Armand Rousselot, Ullrich Köthe

NeurIPS 2024 Learning Distributions on Manifolds with Free-Form Flows Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Ullrich Köthe

ICLR 2024 Lifting Architectural Constraints of Injective Flows Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmermann, Ullrich Koethe

ICLR 2020 Disentanglement by Nonlinear ICA with General Incompressible-Flow Networks (GIN) Peter Sorrenson, Carsten Rother, Ullrich Köthe