Peter Sorrenson

According to our database, Peter Sorrenson authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Learning Distances from Data with Normalizing Flows and Score Matching.

Peter Sorrenson, Daniel Behrend-Uriarte, Christoph Schnörr, Ullrich Köthe

CoRR, 2024

Learning Distributions on Manifolds with Free-Form Flows.

Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Ullrich Köthe

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Lifting Architectural Constraints of Injective Flows.

Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmermann, Ullrich Köthe

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Free-form Flows: Make Any Architecture a Normalizing Flow.

Felix Draxler, Peter Sorrenson, Lea Zimmermann, Armand Rousselot, Ullrich Köthe

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Maximum Likelihood Training of Autoencoders.

Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmermann, Ullrich Köthe

CoRR, 2023

2021

Better Latent Spaces for Better Autoencoders.

Barry M. Dillon, Tilman Plehn, Christof Sauer, Peter Sorrenson

CoRR, 2021

2020

Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN).

Peter Sorrenson, Carsten Rother, Ullrich Köthe

Proceedings of the 8th International Conference on Learning Representations, 2020