Jean-Christophe Pesquet

Laboratoire

CVN

Mots cles

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

Site WEB

Publications (394)

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 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

Joint Learning of Fully Connected Network Models in Lifting Based Image Coders

Tassnim Dardouri , Mounir Kaaniche , Amel Benazza-Benyahia , Gabriel Dauphin , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2024

Unrolled deep networks for sparse signal restoration in analytical chemistry

Mouna Gharbi , Silvia Villa , Laurent Duval , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/01/2024

Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning

Aurélie Beaufrère , Paul Emile Zafar , Astrid Laurent-Bellue , Miguel Albuquerque , Gwladys Lubuela , Jules Grégory , Catherine Guettier , Kévin Mondet , Valérie Paradis , Jean-Christophe Pesquet

Article dans une revue 01/01/2024

Solution of Mismatched Monotone+Lipschitz Inclusion Problems

Fernando Roldán , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/01/2024

ABBA Neural Networks: Coping with Positivity, Expressivity, and Robustness

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

09/10/2023

Aggregated f -average Neural Network for Interpretable Ensembling

Mathieu Vu , Ismail Ben Ayed , Emilie Chouzenoux , Jean-Christophe Pesquet

Chapitre d'ouvrage 01/10/2023

Optimization Methods for Signal Processing

Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 04/09/2023

Stability of Unfolded Forward-Backward to Perturbations in Observed Data

Cécile de Valle , Ezequiel Centofanti , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/09/2023

Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling

Yunshi Huang , Víctor Elvira , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/06/2023

A proximal approach to IVA-G with convergence guarantees

Ben Gabrielson , Tülay Adali , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 31/03/2023

Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint Mismatch

Andrés Contreras , M. Savanier , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/01/2023

Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density

M. Savanier , Cyril Riddell , Emilie Chouzenoux , Jean-Christophe Pesquet

01/01/2023

Unrolled deep networks for sparse signal restoration

Mouna Gharbi , Silvia Villa , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2023

Proximal Splitting Adversarial Attack for Semantic Segmentation

Jérôme Rony , Ismail Ben Ayed , Jean-Christophe Pesquet

Article dans une revue 01/01/2023

Neural speed–torque estimator for induction motors in the presence of measurement noise

Sagar Verma , Nicolas Henwood , Marc Castella , Al Kassem Jebai , Jean-Christophe Pesquet

Article dans une revue 01/01/2023

A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery

Ségolène Martin , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/12/2022

Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution

Yunshi Huang , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 28/11/2022

Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference

Ségolène Martin , Malik Boudiaf , Ismail Ben Ayed , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 16/10/2022

A Bregman Majorization-Minimization Framework for PET Image Reconstruction

Claire Rossignol , Florent Sureau , Claude Comtat , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/10/2022

Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Network

Wen Tang , Hamid Krim , Emilie Chouzenoux , Jean-Christophe Pesquet