Peter Sorrenson

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

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Publications

Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmermann, Ullrich Köthe
Lifting Architectural Constraints of Injective Flows. ICLR (2024)
Peter Sorrenson, Daniel Behrend-Uriarte, Christoph Schnörr, Ullrich Köthe
Learning Distances from Data with Normalizing Flows and Score Matching. CoRR (2024)
Felix Draxler, Peter Sorrenson, Lea Zimmermann, Armand Rousselot, Ullrich Köthe
Free-form Flows: Make Any Architecture a Normalizing Flow. AISTATS (2024)
Felix Draxler, Peter Sorrenson, Lea Zimmermann, Armand Rousselot, Ullrich Köthe
Free-form Flows: Make Any Architecture a Normalizing Flow. CoRR (2023)
Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Ullrich Köthe
Learning Distributions on Manifolds with Free-form Flows. CoRR (2023)
Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmerman, Ullrich Köthe
Maximum Likelihood Training of Autoencoders. CoRR (2023)
Barry M. Dillon, Tilman Plehn, Christof Sauer, Peter Sorrenson
Better Latent Spaces for Better Autoencoders. CoRR (2021)
Peter Sorrenson, Carsten Rother, Ullrich Köthe
Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN). CoRR (2020)
Peter Sorrenson, Carsten Rother, Ullrich Köthe
Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN). ICLR (2020)