Louis Grenioux

According to our database, Louis Grenioux authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

Diffusion-based Annealed Boltzmann Generators : benefits, pitfalls and hopes.

Louis Grenioux, Maxence Noble

CoRR, January, 2026

A Diffusive Classification Loss for Learning Energy-based Generative Models.

Ruikang Ouyang, Louis Grenioux, José Miguel Hernández-Lobato

CoRR, January, 2026

2025

Riemannian Stochastic Interpolants for Amorphous Particle Systems.

Louis Grenioux, Leonardo Galliano, Ludovic Berthier, Giulio Biroli, Marylou Gabrié

CoRR, December, 2025

Improving the evaluation of samplers on multi-modal targets.

Louis Grenioux, Maxence Noble, Marylou Gabrié

CoRR, April, 2025

Learned Reference-based Diffusion Sampler for multi-modal distributions.

Maxence Noble, Louis Grenioux, Marylou Gabrié, Alain Oliviero Durmus

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Learned Reference-based Diffusion Sampling for multi-modal distributions.

Maxence Noble, Louis Grenioux, Marylou Gabrié, Alain Oliviero Durmus

CoRR, 2024

Stochastic Localization via Iterative Posterior Sampling.

Louis Grenioux, Maxence Noble, Marylou Gabrié, Alain Oliviero Durmus

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Balanced Training of Energy-Based Models with Adaptive Flow Sampling.

Louis Grenioux, Éric Moulines, Marylou Gabrié

CoRR, 2023

On Sampling with Approximate Transport Maps.

Louis Grenioux, Alain Oliviero Durmus, Eric Moulines, Marylou Gabrié

Proceedings of the International Conference on Machine Learning, 2023