Get started
Author

Louis Grenioux

On Sampling with Approximate Transport Maps
2023 · Grenioux, Louis, Durmus, Alain, et al. · arXiv (Cornell University) · 11
PDF
Learned Reference-based Diffusion Sampling for multi-modal distributions
2024 · Noble, Maxence, Grenioux, Louis, et al. · arXiv (Cornell University) · 9
PDF
Stochastic Localization via Iterative Posterior Sampling
2024 · Grenioux, Louis, Noble, Maxence, et al. · HAL · 8
PDF
A Diffusive Classification Loss for Learning Energy-based Generative Models
2026 · OuYang, RuiKang, Grenioux, Louis, et al. · arXiv (Cornell University) · 4
PDF
Improving the evaluation of samplers on multi-modal targets
2025 · Grenioux, Louis, Noble, Maxence, et al. · arXiv (Cornell University) · 4
PDF
Diffusion-based Annealed Boltzmann Generators : benefits, pitfalls and hopes
2026 · Grenioux, Louis, Noble, Maxence · arXiv (Cornell University) · 3
PDF
Balanced Training of Energy-Based Models with Adaptive Flow Sampling
2023 · Grenioux, Louis, Moulines, Éric, et al. · arXiv (Cornell University) · 2
PDF
Dataset for "Boltzmann generators for amorphous particle systems"
2026 · Grenioux, Louis, Galliano, Leonardo, et al. · Zenodo (CERN European Organization for Nuclear Research)
Dataset for "Boltzmann generators for amorphous particle systems"
2026 · Grenioux, Louis, Galliano, Leonardo, et al. · Zenodo (CERN European Organization for Nuclear Research)
Error-Corrected Inference-Time Scaling for Imperfect Diffusion Models
2026 · Wen, Zuokai, Grenioux, Louis, et al. · arXiv (Cornell University)
PDF
Bridging Stochastic Flow Maps and Boltzmann Generators with Normalizing Flows
2026 · Grenioux, Louis, OuYang, RuiKang, et al. · arXiv (Cornell University)
PDF
Interactions and opportunities at the crossroads of deep probabilistic modeling and statistical inference through Markov Chains Monte Carlo
2025 · Louis Grenioux · theses.fr (ABES)
Works count: 14
Citation count: 41
H-index: 4
I10-index: 1
Year
Topic
Type