Jean-Christophe Pesquet

Laboratoire

Centre de Vision Numérique

Mots cles

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

Site WEB

Publications (383)

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

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

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

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 01/01/2023

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

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

Communication dans un congrès 07/09/2022

Safe Design of Stable Neural Networks for Fault Detection in Small UAVs

Kavya Gupta , Fateh Kaakai , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet

Communication dans un congrès 29/08/2022

A CNC approach for Directional Total Variation

Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 29/08/2022

Design of Robust Complex-Valued Feed-Forward Neural Networks

Ana Neacsu , Razvan Ciubotaru , Corneliu Burileanu , Jean-Christophe Pesquet

Article dans une revue 01/08/2022

Distributed Algorithms for Scalable Proximity Operator Computation and Application to Video Denoising

Feriel Abboud , Marin Stamm , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot

Communication dans un congrès 18/07/2022

Sparsifying Networks via Subdifferential Inclusion

Sagar Verma , Jean-Christophe Pesquet

Communication dans un congrès 12/06/2022

A decomposition method for directional Total Variation with application to needle reconstruction in interventional imaging

Marion Savanier , Cyril Riddell , Yves Trousset , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 23/05/2022

A Non-Convex Proximal Approach for Centroid-Based Classification

Mewe-Hezoudah Kahanam , Ségolène Martin , Laurent Le Brusquet , Jean-Christophe Pesquet

Communication dans un congrès 23/05/2022

A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models

Nora Leïla Ouzir , Jean-Christophe Pesquet , Frederic Pascal

Communication dans un congrès 25/04/2022

Can GANs recover faults in electrical motor sensors?

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

Article dans une revue 01/04/2022

A Novel Task-Based Reconstruction Approach for Digital Breast Tomosynthesis

Maissa Sghaier , Serge Muller , Emilie Chouzenoux , Jean-Christophe Pesquet

Rapport 01/01/2022

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

Marion Savanier , Cyril Riddell , Emilie Chouzenoux , Jean-Christophe Pesquet