Jean-Christophe Pesquet

Laboratoire

Centre de Vision Numérique

Mots cles

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

Site WEB

Publications (383)

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

Article dans une revue 01/01/2022

Multivariate Lipschitz Analysis of the Stability of Neural Networks

Kavya Gupta , Fateh Kaakai , Beatrice Pesquet-Popescu , Fragkiskos D. Malliaros , Jean-Christophe Pesquet

Article dans une revue 01/01/2022

Unmatched Preconditioning of the Proximal Gradient Algorithm

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

Article dans une revue 17/12/2021

Dynamic Neural Network for Lossy-to-Lossless Image Coding

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

Article dans une revue 01/12/2021

Magnification-driven B-spline Interpolation for Cone Beam Projection and Backprojection

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

Communication dans un congrès 19/09/2021

A Neural Network Approach For Joint Optimization Of Predictors In Lifting-Based Image Coders

Tassnim Dardouri , M. Kaaniche , A. Benazza-Benyahia , G. Dauphin , Jean-Christophe Pesquet

Communication dans un congrès 23/08/2021

A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization Problems

Ségolène Martin , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 23/08/2021

GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal Restoration

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

Communication dans un congrès 19/08/2021

An Adversarial Attacker for Neural Networks in Regression Problems

Kavya Gupta , Beatrice Pesquet-Popescu , Fateh Kaakai , Fragkiskos D. Malliaros , Jean-Christophe Pesquet

Article dans une revue 19/08/2021

Learning Maximally Monotone Operators for Image Recovery

Audrey Repetti , Matthieu Terris , Yves Wiaux , Jean-Christophe Pesquet

Communication dans un congrès 06/06/2021

A Quantitative Analysis Of The Robustness Of Neural Networks For Tabular Data

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

Communication dans un congrès 01/06/2021

Deep transform and metric learning networks

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

31/05/2021

Inversion of Integral Models: a Neural Network Approach

Cecile Della Valle , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 13/04/2021

A Deep Learning Approach for Improved Segmentation of Lesions Related to Covid-19 Chest CT Scans

Vlad Vasilescu , Ana Neacsu , Corneliu Burileanu , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/02/2021

Sparse signal reconstruction for nonlinear models via piecewise rational optimization

Arthur Marmin , Marc Castella , Laurent Duval , Jean-Christophe Pesquet

Communication dans un congrès 18/01/2021

A Small-Scale Network for Seismic Patterns Classification

Monacer da Silva , Jean Charléty , Aurélia Fraysse , Jean-Christophe Pesquet

Communication dans un congrès 18/01/2021

Proximal Gradient Algorithm in the Presence of Adjoint Mismatch

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

Communication dans un congrès 18/01/2021

Signal Denoising Using a New Class of Robust Neural Networks

Ana Neacsu , Kavya Gupta , Corneliu Burileanu , Jean-Christophe Pesquet

Article dans une revue 01/01/2021

Convergence of Proximal Gradient Algorithm in the Presence of Adjoint Mismatch

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

Communication dans un congrès 01/01/2021

Enhanced convergent PnP agorithms for image restoration

Matthieu Terris , Audrey Repetti , Yves Wiaux , Jean-Christophe Pesquet

Article dans une revue 01/01/2021

Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients

Nathalie Lassau , Samy Ammari , Hugo Gortais , Paul Herent , Matthieu Devilder , Samer Soliman , Olivier Meyrignac , Marie-Pauline Talabard , Jean-Philippe Lamarque , Rémy Dubois , Nicolas Loiseau , Paul Trichelair , Etienne Bendjebbar , Gabriel Garcia , Corinne Balleyguier , Mansouria Merad , Annabelle Stoclin , Simon Jegou , Franck Griscelli , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot

Article dans une revue 01/01/2021

Fixed Point Strategies in Data Science

Patrick Combettes , Jean-Christophe Pesquet

Article dans une revue 01/01/2021

Multiplex‐multiphoton microscopy and computational strategy for biomedical imaging

Thomas Hortholary , Claire Carrion , Claire Lefort , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 25/10/2020

Optimized Lifting Scheme Based on a Dynamical Fully Connected Network for Image Coding

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

Communication dans un congrès 18/10/2020

Neural networks based speed-torque estimators for induction motors and performance metrics

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

Rapport 01/10/2020

Convergence of Proximal Gradient Algorithm in the Presence of Adjoint Mismatch

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

Communication dans un congrès 21/09/2020

A hybrid interior point - deep learning approach for Poisson image deblurring

Mathilde Galinier , Marco Prato , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 03/08/2020

A Matched CBCT Projector-Backprojector Based on the Convolution of B-splines

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

Article dans une revue 29/06/2020

Lipschitz Certificates for Layered Network Structures Driven by Averaged Activation Operators

Patrick L Combettes , Jean-Christophe Pesquet

Rapport 15/05/2020

AI-based multi-modal integration (ScanCov scores) of clinical characteristics, lab tests and chest CTs improves COVID-19 outcome prediction of hospitalized patients

Nathalie Lassau , Samy Ammari , Hugo Gortais , Paul Herent , Matthieu Devilder , Samer Soliman , Olivier Meyrignac , Marie-Pauline Talabard , Jean-Philippe Lamarque , Rémy Dubois , Nicolas Loiseau , Paul Trichelair , Etienne Bendjebbar , Gabriel C Garcia , Corinne Balleyguier , Mansouria Merad , Annabelle Stoclin , Simon Jegou , Franck Griscelli , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot