Leclaire, Arthur

6 publications

NeurIPS 2025 From Stability of Langevin Diffusion to Convergence of Proximal MCMC for Non-Log-Concave Sampling Marien Renaud, Valentin De Bortoli, Arthur Leclaire, Nicolas Papadakis

ICML 2024 Plug-and-Play Image Restoration with Stochastic deNOising REgularization Marien Renaud, Jean Prost, Arthur Leclaire, Nicolas Papadakis

NeurIPS 2023 Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis

TMLR 2023 On the Gradient Formula for Learning Generative Models with Regularized Optimal Transport Costs Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin

ICLR 2022 Gradient Step Denoiser for Convergent Plug-and-Play Samuel Hurault, Arthur Leclaire, Nicolas Papadakis

ICML 2022 Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization Samuel Hurault, Arthur Leclaire, Nicolas Papadakis