Recherche
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Plug-and-Play image restoration with Stochastic deNOising REgularization
Document de travail - Pré-publication -
Single-Image based unsupervised joint segmentation and denoising
Document de travail - Pré-publication -
Data-driven regularization of Wasserstein barycenters with an application to multivariate density registration
(Information and Inference. vol. 8, n° 4, pp. 719-755, 2019)Article de revue -
CLEAR: Covariant LEAst-Square Refitting with Applications to Image Restoration
(SIAM Journal on Imaging Sciences. vol. 10, n° 1, pp. 243-284, 2017)Article de revue -
A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser
Communication dans un congrès -
Débruiteur "descente de gradient" pour la convergence d'une méthode Plug-and-Play
Communication dans un congrès -
On the Gradient Formula for learning Generative Models with Regularized Optimal Transport Costs
(Transactions on Machine Learning Research Journal, 2023-07-14)Article de revue -
Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization
Communication dans un congrès -
Overrelaxed Sinkhorn-Knopp Algorithm for Regularized Optimal Transport
(Algorithms. vol. 14, n° 5, 2021)Article de revue -
Learning local regularization for variational image restoration
Communication dans un congrès