Jean-Christophe Pesquet

Laboratoire

Centre de Vision Numérique

Mots cles

optimization, inverse problems, artificial intelligence, signal and image processing

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Publications (383)

Chapitre d'ouvrage 03/10/2024

Majoration-Minimization for Sparse SVMs

Alessandro Benfenati , Emilie Chouzenoux , Giorgia Franchini , Salla Latva-Äijö , Dominik Narnhofer , Jean-Christophe Pesquet , Sebastian J. Scott , Mahsa Yousefi , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 22/09/2024

Are almost non-negative neural networks universal approximators?

Vlad Vasilescu , Ana Neacsu , Jean-Christophe Pesquet , Jean-Christophe Pesquet

Article dans une revue 04/09/2024

Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions

Nora Ouzir , Frédéric Pascal , Jean-Christophe Pesquet , Frederic Pascal , Jean-Christophe Pesquet

Article dans une revue 01/09/2024

Deep Learning for Automatic Bowel-Obstruction Identification on Abdominal CT

Quentin Vanderbecq , Maxence Gelard , Jean-Christophe Pesquet , Mathilde Wagner , Lionel Arrive , Marc Zins , Emilie Chouzenoux , Jean-Christophe Pesquet , Emilie Chouzenoux

Article dans une revue 01/09/2024

Deep Learning Classification and Quantification of Pejorative and Nonpejorative Architectures in Resected Hepatocellular Carcinoma from Digital Histopathologic Images

Astrid Laurent-Bellue , Aymen Sadraoui , Laura Claude , Julien Calderaro , Katia Posseme , Eric Vibert , Daniel Cherqui , Olivier Rosmorduc , Maité Lewin , Jean-Christophe Pesquet , Catherine Guettier , Jean-Christophe Pesquet

Article dans une revue 01/08/2024

A variational approach for joint image recovery and feature extraction based on spatially varying generalised Gaussian models

Emilie Chouzenoux , Marie-Caroline Corbineau , Jean-Christophe Pesquet , Gabriele Scrivanti , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/07/2024

Estimating the point-spread-function using 1 µm diameter microspheres for image restoration in biomedical multiphoton microscopy

Segolene Martin , Julien Ajdenbaum , Emilie Chouzenoux , Laetitia Magnol , Véronique Blanquet , Jean-Christophe Pesquet , Claire Lefort , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 19/06/2024

Transductive Zero-Shot and Few-Shot CLIP

Segolene Martin , Yunshi Huang , Fereshteh Shakeri , Jean-Christophe Pesquet , Ismail Ben Ayed , Jean-Christophe Pesquet

Communication dans un congrès 06/06/2024

Unrolled projected gradient algorithm for stain separation in digital histopathological images

Aymen Sadraoui , Astrid Laurent-Bellue , Mounir Kaaniche , Amel Benazza-Benyahia , Catherine Guettier , Jean-Christophe Pesquet , Jean-Christophe Pesquet

Communication dans un congrès 27/05/2024

A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer

Aymen Sadraoui , Segolene Martin , Eliott Barbot , Astrid Laurent-Bellue , Jean-Christophe Pesquet , Catherine Guettier , Ismail Ben Ayed , Jean-Christophe Pesquet