Peter Sorrenson

13 papers A* 4A 1Journal 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond Diagonal Covariance: Flexible Posterior VAEs via Free-Form Injective Flows.
CoRR
Peter Sorrenson, Lukas Lührs, Hans Olischläger, Ullrich Köthe
2025 — —
Free-Form Flows: Generative Models for Scientific Applications.
Peter Sorrenson
2025 A* conf
Learning Distances from Data with Normalizing Flows and Score Matching.
ICML
Peter Sorrenson, Daniel Behrend-Uriarte, Christoph Schnörr, Ullrich Köthe
2024 A conf
Free-form Flows: Make Any Architecture a Normalizing Flow.
AISTATS
Felix Draxler, Peter Sorrenson, Lea Zimmermann, Armand Rousselot, Ullrich Köthe
2024 J jnl
Learning Distances from Data with Normalizing Flows and Score Matching.
CoRR
Peter Sorrenson, Daniel Behrend-Uriarte, Christoph Schnörr, Ullrich Köthe
2024 A* conf
Learning Distributions on Manifolds with Free-Form Flows.
NeurIPS
Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Ullrich Köthe
2024 A* conf
Lifting Architectural Constraints of Injective Flows.
ICLR
Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmermann, Ullrich Köthe
2023 J jnl
Free-form Flows: Make Any Architecture a Normalizing Flow.
CoRR
Felix Draxler, Peter Sorrenson, Lea Zimmermann, Armand Rousselot, Ullrich Köthe
2023 J jnl
Learning Distributions on Manifolds with Free-form Flows.
CoRR
Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Ullrich Köthe
2023 J jnl
Maximum Likelihood Training of Autoencoders.
CoRR
Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmermann, Ullrich Köthe
2021 J jnl
Better Latent Spaces for Better Autoencoders.
CoRR
Barry M. Dillon, Tilman Plehn, Christof Sauer, Peter Sorrenson
2020 A* conf
Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN).
ICLR
Peter Sorrenson, Carsten Rother, Ullrich Köthe
2020 J jnl
Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN).
CoRR
Peter Sorrenson, Carsten Rother, Ullrich Köthe