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Samuel Hurault
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Journal Articles
- 2024
- [j2]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): 616-638 (2024) - 2018
- [j1]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: 465-489 (2018)
Conference and Workshop Papers
- 2023
- [c6]Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis:
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. NeurIPS 2023 - [c5]Lingxiao Li, Samuel Hurault, Justin M. Solomon:
Self-Consistent Velocity Matching of Probability Flows. NeurIPS 2023 - [c4]Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis:
A Relaxed Proximal Gradient Descent Algorithm for Convergent Plug-and-Play with Proximal Denoiser. SSVM 2023: 379-392 - 2022
- [c3]Samuel Hurault, Arthur Leclaire, Nicolas Papadakis:
Gradient Step Denoiser for convergent Plug-and-Play. ICLR 2022 - [c2]Samuel Hurault, Arthur Leclaire, Nicolas Papadakis:
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization. ICML 2022: 9483-9505 - 2020
- [c1]Samuel Hurault, Coloma Ballester
, Gloria Haro
:
Self-Supervised Small Soccer Player Detection and Tracking. MMSports@MM 2020: 9-18
Informal and Other Publications
- 2023
- [i8]Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis:
A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser. CoRR abs/2301.13731 (2023) - [i7]Lingxiao Li, Samuel Hurault, Justin Solomon:
Self-Consistent Velocity Matching of Probability Flows. CoRR abs/2301.13737 (2023) - [i6]Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis:
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. CoRR abs/2306.03466 (2023) - [i5]Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis:
Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter. CoRR abs/2311.01216 (2023) - 2022
- [i4]Samuel Hurault, Arthur Leclaire, Nicolas Papadakis:
Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization. CoRR abs/2201.13256 (2022) - [i3]Coloma Ballester, Aurélie Bugeau, Samuel Hurault, Simone Parisotto, Patricia Vitoria:
An Analysis of Generative Methods for Multiple Image Inpainting. CoRR abs/2205.02146 (2022) - 2021
- [i2]Samuel Hurault, Arthur Leclaire, Nicolas Papadakis:
Gradient Step Denoiser for convergent Plug-and-Play. CoRR abs/2110.03220 (2021) - 2020
- [i1]Samuel Hurault, Coloma Ballester, Gloria Haro:
Self-Supervised Small Soccer Player Detection and Tracking. CoRR abs/2011.10336 (2020)
Coauthor Index
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