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Nicolas Papadakis

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Plug-and-Play image restoration with Stochastic deNOising REgularization

Feb 01, 2024
Marien Renaud, Jean Prost, Arthur Leclaire, Nicolas Papadakis

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Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter

Nov 02, 2023
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis

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Single-Image based unsupervised joint segmentation and denoising

Sep 19, 2023
Nadja Gruber, Johannes Schwab, Noémie Debroux, Nicolas Papadakis, Markus Haltmeier

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Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems

Jun 06, 2023
Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis

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Inverse problem regularization with hierarchical variational autoencoders

Mar 20, 2023
Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis

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A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser

Jan 31, 2023
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis

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SCOTCH and SODA: A Transformer Video Shadow Detection Framework

Nov 13, 2022
Lihao Liu, Jean Prost, Lei Zhu, Nicolas Papadakis, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero

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A patch-based architecture for multi-label classification from single label annotations

Sep 14, 2022
Warren Jouanneau, Aurélie Bugeau, Marc Palyart, Nicolas Papadakis, Laurent Vézard

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Diverse super-resolution with pretrained deep hiererarchical VAEs

May 20, 2022
Jean Prost, Antoine Houdard, Nicolas Papadakis, Andrés Almansa

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Multi-Modal Hypergraph Diffusion Network with Dual Prior for Alzheimer Classification

Apr 04, 2022
Angelica I. Aviles-Rivero, Christina Runkel, Nicolas Papadakis, Zoe Kourtzi, Carola-Bibiane Schönlieb

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