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Samuel Hurault
Samuel Hurault
Ecole Normale Superieure
Verifisert e-postadresse på ens.fr - Startside
Tittel
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Gradient Step Denoiser for Convergent Plug-and-Play
S Hurault, A Leclaire, N Papadakis
International Conference on Learning Representations, 2021
1182021
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization
S Hurault, A Leclaire, N Papadakis
International Conference on Machine Learning, 2022
892022
Self-Supervised Small Soccer Player Detection and Tracking
S Hurault, C Ballester, G Haro
3rd International Workshop on Multimedia Content Analysis in Sports, 9-18, 2020
512020
EPLL: an image denoising method using a Gaussian mixture model learned on a large set of patches
S Hurault, T Ehret, P Arias
Image Processing On Line 8, 465-489, 2018
212018
Self-consistent velocity matching of probability flows
L Li, S Hurault, JM Solomon
Advances in Neural Information Processing Systems 36, 57038-57057, 2023
132023
A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser
S Hurault, A Chambolle, A Leclaire, N Papadakis
International Conference on Scale Space and Variational Methods in Computer …, 2023
132023
Convergent bregman plug-and-play image restoration for poisson inverse problems
S Hurault, U Kamilov, A Leclaire, N Papadakis
Advances in Neural Information Processing Systems 36, 27251-27280, 2023
122023
DeepInverse: A deep learning framework for inverse problems in imaging
J Tachella, D Chen, S Hurault, M Terris, A Wang
URL: https://deepinv. github. io/deepinv, 2023
82023
Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter
S Hurault, A Chambolle, A Leclaire, N Papadakis
Journal of Mathematical Imaging and Vision 66 (4), 616-638, 2024
42024
An Analysis of Generative Methods for Multiple-Image Inpainting
C Ballester, A Bugeau, S Hurault, S Parisotto, P Vitoria
Handbook of Mathematical Models and Algorithms in Computer Vision and …, 2022
42022
Convergent plug-and-play methods for image inverse problems with explicit and nonconvex deep regularization
S Hurault
Université de Bordeaux, 2023
32023
Optimization with First Order Algorithms
C Dossal, S Hurault, N Papadakis
arXiv preprint arXiv:2410.19506, 2024
2024
Méthodes plug-and-play convergentes pour la résolution de problèmes inverses en imagerie avec régularisation explicite, profonde et non-convexe
S Hurault
Bordeaux, 2023
2023
Débruiteur" descente de gradient" pour la convergence d'une méthode Plug-and-Play
S Hurault, A Leclaire, N Papadakis
Colloque du Groupe de Recherche et d'Etudes de Traitement du Signal et des …, 2022
2022
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