Samuel Hurault

According to our database, Samuel Hurault authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

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