Jean-Christophe Pesquet

Alessandro Benfenati , Giorgia Franchini , Salla Latva-Äijö , Dominik Narnhofer , 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

Article dans une revue 04/09/2024

Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions

Frederic Pascal , Jean-Christophe Pesquet

Article dans une revue 01/09/2024

Deep Learning for Automatic Bowel-Obstruction Identification on Abdominal CT

Quentin Vanderbecq , Mathilde Wagner , Lionel Arrive , Marc Zins , 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 , Laura Claude , Julien Calderaro , Katia Posseme , Eric Vibert , Daniel Cherqui , Olivier Rosmorduc , Maité Lewin , 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

Marie-Caroline Corbineau , 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

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

Communication dans un congrès 19/06/2024

Transductive Zero-Shot and Few-Shot CLIP

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

Communication dans un congrès 06/06/2024

Unrolled projected gradient algorithm for stain separation in digital histopathological images

Astrid Laurent-Bellue , Mounir Kaaniche , Amel Benazza-Benyahia , Catherine Guettier , 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

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

07/05/2024

AN ADAPTIVE FORWARD-BACKWARD-FORWARD SPLITTING ALGORITHM FOR SOLVING PSEUDO-MONOTONE INCLUSIONS

Flavia Chorobura , Ion I Necoara , Jean-Christophe Pesquet

Article dans une revue 01/05/2024

Training Graph Neural Networks Subject to a Tight Lipschitz Constraint

Simona Juvina , Ana-Antonia Neacșu , Burileanu Corneliu , Jérôme Rony , Ismail Ben Ayed , Jean-Christophe Pesquet

Article dans une revue 01/05/2024

An Unrolled Half-Quadratic Approach for Sparse Signal Recovery in Spectroscopy

Mouna Gharbi , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/05/2024

Deep learning method for accessible eccentric photorefraction

Mathieu Vu , Stéphane Boutinon , Marius Peloux , Philippe Pinault , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 24/04/2024

A Novel Variational Approach for Multiphoton Microscopy Image Restoration: from PSF Estimation to 3D Deconvolution

Julien Ajdenbaum , Claire Lefort , Ségolène Martin , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 16/04/2024

A Primal-Dual Data-Driven Method for Computational Optical Imaging with a Photonic Lantern

Carlos Santos , Mathilde Larchevêque , Solal O'Sullivan , Martin van Waerebeke , Robert R Thomson , Audrey Repetti , Jean-Christophe Pesquet

Article dans une revue 01/04/2024

Rapid and Noise‐Resilient Mapping of Photogenerated Carrier Lifetime in Halide Perovskite Thin Films

Guillaume Vidon , Etienne Soret , Nao Harada , Jean‐françois Guillemoles , Stefania Cacovich , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 30/03/2024

Learning truly monotone operators with applications to nonlinear inverse problems

Audrey Repetti , Jean-Christophe Pesquet , Hugues Talbot

Article dans une revue 22/02/2024

EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks

Corneliu Burileanu , Ana-Antonia Neacșu , Jean-Christophe Pesquet

Article dans une revue 01/01/2024

Solution of Mismatched Monotone+Lipschitz Inclusion Problems

Fernando Roldán , Emilie Chouzenoux , Jean-Christophe Pesquet