Sander Hummerich

According to our database, Sander Hummerich authored at least 5 papers between 2021 and 2025.

Collaborative distances:

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

2025

Split-Flows: Measure Transport and Information Loss Across Molecular Resolutions.

Sander Hummerich, Tristan Bereau, Ullrich Köthe

CoRR, November, 2025

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 37: 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

2023

Maximum Likelihood Training of Autoencoders.

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

CoRR, 2023

2021

Generative Networks for Precision Enthusiasts.

Anja Butter, Theo Heimel, Sander Hummerich, Tobias Krebs, Tilman Plehn, Armand Rousselot, Sophia Vent

CoRR, 2021