Samuel Hurault

According to our database, Samuel Hurault authored at least 14 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Geometry-Aware Discretization Error of Diffusion Models.

Samuel Hurault, Thomas Moreau, Gabriel Peyré

CoRR, May, 2026

Tessellations of Semi-Discrete Flow Matching.

Emile Pierret, Johannes Hertrich, Samuel Hurault, Julie Delon

CoRR, May, 2026

2025

DeepInverse: A Python package for solving imaging inverse problems with deep learning.

Julián Tachella, Matthieu Terris, Samuel Hurault, Andrew Wang, Leo Davy, Jérémy Scanvic, Victor Sechaud, Romain Vo, Thomas Moreau, Thomas Davies, Dongdong Chen, Nils Laurent, Brayan Monroy, Jonathan Dong, Zhiyuan Hu, Minh-Hai Nguyen, Florian Sarron, Pierre Weiss, Paul Escande, Mathurin Massias, Thibaut Modrzyk, Brett Levac, Tobías I. Liaudat, Maxime Song, Johannes Hertrich, Sebastian Neumayer, Georg Schramm

J. Open Source Softw., December, 2025

From Denoising Score Matching to Langevin Sampling: A Fine-Grained Error Analysis in the Gaussian Setting.

Samuel Hurault, Matthieu Terris, Thomas Moreau, Gabriel Peyré

CoRR, March, 2025

Reconstruct Anything Model: a lightweight foundation model for computational imaging.

Matthieu Terris, Samuel Hurault, Maxime Song, Julián Tachella

CoRR, March, 2025

2024

Convergent Plug-and-Play with Proximal Denoiser and Unconstrained Regularization Parameter.

Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis

J. Math. Imaging Vis., August, 2024

2023

A Relaxed Proximal Gradient Descent Algorithm for Convergent Plug-and-Play with Proximal Denoiser.

Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Self-Consistent Velocity Matching of Probability Flows.

Lingxiao Li, Samuel Hurault, Justin M. Solomon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems.

Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

An Analysis of Generative Methods for Multiple Image Inpainting.

Coloma Ballester, Aurélie Bugeau, Samuel Hurault, Simone Parisotto, Patricia Vitoria

CoRR, 2022

Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization.

Samuel Hurault, Arthur Leclaire, Nicolas Papadakis

Proceedings of the International Conference on Machine Learning, 2022

Gradient Step Denoiser for convergent Plug-and-Play.

Samuel Hurault, Arthur Leclaire, Nicolas Papadakis

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Self-Supervised Small Soccer Player Detection and Tracking.

Samuel Hurault, Coloma Ballester, Gloria Haro

Proceedings of the MMSports '20: Proceedings of the 3rd International Workshop on Multimedia Content Analysis in Sports, 2020

2018

EPLL: An Image Denoising Method Using a Gaussian Mixture Model Learned on a Large Set of Patches.

Samuel Hurault, Thibaud Ehret, Pablo Arias

Image Process. Line, 2018