Papadakis, Nicolas

14 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

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

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

ICCV 2023 Inverse Problem Regularization with Hierarchical Variational Autoencoders Jean Prost, Antoine Houdard, Andrés Almansa, 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

CVPR 2023 SCOTCH and SODA: A Transformer Video Shadow Detection Framework Lihao Liu, Jean Prost, Lei Zhu, Nicolas Papadakis, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I. Aviles-Rivero

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

CVPRW 2021 Where Are My Clothes? a Multi-Level Approach for Evaluating Deep Instance Segmentation Architectures on Fashion Images Warren Jouanneau, Aurélie Bugeau, Marc Palyart, Nicolas Papadakis, Laurent Vézard

ECCVW 2020 Learning to Segment Microscopy Images with Lazy Labels Rihuan Ke, Aurélie Bugeau, Nicolas Papadakis, Peter Schütz, Carola-Bibiane Schönlieb

JMLR 2018 Regularized Optimal Transport and the Rot Mover's Distance Arnaud Dessein, Nicolas Papadakis, Jean-Luc Rouas

ICCV 2007 Dynamically Consistent Optical Flow Estimation Nicolas Papadakis, Thomas Corpetti, Étienne Mémin

ICCV 2007 Variational Optimal Control Technique for the Tracking of Deformable Objects Nicolas Papadakis, Étienne Mémin