Pereyra, Marcelo

7 publications

ICCV 2025 LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization Alessio Spagnoletti, Jean Prost, Andrés Almansa, Nicolas Papadakis, Marcelo Pereyra

TMLR 2025 Learning Few-Step Posterior Samplers by Unfolding and Distillation of Diffusion Models Charlesquin Kemajou Mbakam, Marcelo Pereyra, Jonathan Spence

TMLR 2025 Score-Based Denoising Diffusion Models for Photon-Starved Image Restoration Problems Savvas Melidonis, Yiming Xi, Konstantinos C. Zygalakis, Yoann Altmann, Marcelo Pereyra

AISTATS 2024 Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse Problems Marcelo Pereyra, Julián Tachella

TMLR 2024 Unsupervised Training of Convex Regularizers Using Maximum Likelihood Estimation Hong Ye Tan, Ziruo Cai, Marcelo Pereyra, Subhadip Mukherjee, Junqi Tang, Carola-Bibiane Schönlieb

COLT 2020 Wasserstein Control of Mirror Langevin Monte Carlo Kelvin Shuangjian Zhang, Gabriel Peyré, Jalal Fadili, Marcelo Pereyra

COLT 2017 Sampling from a Log-Concave Distribution with Compact Support with Proximal Langevin Monte Carlo Nicolas Brosse, Alain Durmus, Éric Moulines, Marcelo Pereyra