Armand Rousselot

According to our database, Armand Rousselot authored at least 9 papers between 2021 and 2026.

Collaborative distances:

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

2026

Show Me What You Don't Know: Efficient Sampling from Invariant Sets for Model Validation.

Armand Rousselot, Joran Wendebourg, Ullrich Köthe

CoRR, March, 2026

2025

TRADE: Transfer of Distributions between External Conditions with Normalizing Flows.

Stefan Wahl, Armand Rousselot, Felix Draxler, Ullrich Köthe

Proceedings of the International Conference on Artificial Intelligence and Statistics, 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

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

Generative Invertible Quantum Neural Networks.

Armand Rousselot, Michael Spannowsky

CoRR, 2023

On the Convergence Rate of Gaussianization with Random Rotations.

Felix Draxler, Lars Kühmichel, Armand Rousselot, Jens Müller, Christoph Schnörr, Ullrich Köthe

Proceedings of the International Conference on Machine Learning, 2023

2021

Generative Networks for Precision Enthusiasts.

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

CoRR, 2021