Samuel Hurault

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Regularization Methods

Image Restoration

Gaussian Mixture Model

Top Venues

Publications

Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
Convergent Plug-and-Play with Proximal Denoiser and Unconstrained Regularization Parameter. J. Math. Imaging Vis. 66 (4) (2024)
Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. CoRR (2023)
Lingxiao Li, Samuel Hurault, Justin Solomon
Self-Consistent Velocity Matching of Probability Flows. CoRR (2023)
Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. NeurIPS (2023)
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser. CoRR (2023)
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter. CoRR (2023)
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
A Relaxed Proximal Gradient Descent Algorithm for Convergent Plug-and-Play with Proximal Denoiser. SSVM (2023)
Lingxiao Li, Samuel Hurault, Justin M. Solomon
Self-Consistent Velocity Matching of Probability Flows. NeurIPS (2023)
Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization. ICML (2022)
Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
Gradient Step Denoiser for convergent Plug-and-Play. ICLR (2022)
Coloma Ballester, Aurélie Bugeau, Samuel Hurault, Simone Parisotto, Patricia Vitoria
An Analysis of Generative Methods for Multiple Image Inpainting. CoRR (2022)
Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization. CoRR (2022)
Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
Gradient Step Denoiser for convergent Plug-and-Play. CoRR (2021)
Samuel Hurault, Coloma Ballester, Gloria Haro
Self-Supervised Small Soccer Player Detection and Tracking. CoRR (2020)
Samuel Hurault, Coloma Ballester, Gloria Haro
Self-Supervised Small Soccer Player Detection and Tracking. MMSports@MM (2020)
Samuel Hurault, Thibaud Ehret, Pablo Arias
EPLL: An Image Denoising Method Using a Gaussian Mixture Model Learned on a Large Set of Patches. Image Process. Line 8 (2018)