On Sampling with Approximate Transport Maps. - Louis Grenioux; Alain Oliviero Durmus; Eric Moulines; Marylou Gabrié (ICML, 2023)

Balanced Training of Energy-Based Models with Adaptive Flow Sampling. - Louis Grenioux; Éric Moulines; Marylou Gabrié (CoRR, 2023)

Stochastic Localization via Iterative Posterior Sampling. - Louis Grenioux; Maxence Noble; Marylou Gabrié; Alain Oliviero Durmus (ICML, 2024)

Learned Reference-based Diffusion Sampling for multi-modal distributions. - Maxence Noble; Louis Grenioux; Marylou Gabrié; Alain Oliviero Durmus (CoRR, 2024)

Learned Reference-based Diffusion Sampler for multi-modal distributions. - Maxence Noble; Louis Grenioux; Marylou Gabrié; Alain Oliviero Durmus (ICLR, 2025)

Improving the evaluation of samplers on multi-modal targets. - Louis Grenioux; Maxence Noble; Marylou Gabrié (CoRR, 2025)