Emilie Chouzenoux

Laboratoire

Centre de Vision Numérique

Mots cles

http://www-syscom.univ-mlv.fr/~chouzeno/

Site WEB

Publications (245)

01/12/2025

A novel sequential method for building upper and lower bounds of moments of distributions

Solal Martin , Víctor Elvira , Emilie Chouzenoux

Article dans une revue 01/06/2025

Using Machine Learning on MRI Radiomics to Diagnose Parotid Tumours Before Comparing Performance with Radiologists: A Pilot Study

Samy Ammari , Arnaud Quillent , Víctor Elvira , François Bidault , Gabriel Garcia , Dana Hartl , Corinne Balleyguier , Nathalie Lassau , Emilie Chouzenoux

Communication dans un congrès 01/06/2025

Deep Unrolled Architecture for Fast and Accurate Gaussian Independent Vector Analysis

Gaspard Blaise , Tülay Adali , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/04/2025

Learning a sparse polynomial approximation to the transition function of general state-space models

Benjamin Cox , Víctor Elvira , Emilie Chouzenoux

Article dans une revue 01/03/2025

GraphGrad: Efficient Estimation of Sparse Polynomial Representations for General State-Space Models

Benjamin Cox , Víctor Elvira , Emilie Chouzenoux

Article dans une revue 08/01/2025

Aggregated f -average Neural Network applied to Few-Shot Class Incremental Learning

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

Article dans une revue 01/01/2025

A Proximal Newton Adaptive Importance Sampler

Víctor Elvira , O Deniz Akyildiz , Emilie Chouzenoux

Article dans une revue 01/01/2025

An Effective Iterative Solution for Independent Vector Analysis with Convergence Guarantees

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

Article dans une revue 01/01/2025

A stochastic use of the Kurdyka-Lojasiewicz property: Investigation of optimization algorithms behaviours in a non-convex differentiable framework

Jean-Baptiste Fest , Audrey Repetti , Emilie Chouzenoux

Article dans une revue 01/01/2025

Regularized Rényi divergence minimization through Bregman proximal gradient algorithms

Víctor Elvira , Emilie Chouzenoux

Article dans une revue 01/01/2025

Deep Probabilistic Matrix Factorization on Graphs: Application to Drug Repositioning in Antimicrobial Resistance

Sayantika Chatterjee , Stuti Jain , Kriti Kumar , Angshul Majumdar , Emilie Chouzenoux

Article dans une revue 01/01/2025

Stability Bounds for the Unfolded Forward-Backward Algorithm

Cecile Della Valle , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/12/2024

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

Communication dans un congrès 15/11/2024

ComBat-MLE: A novel perspective on developing and solving ComBat harmonization method

Yingping Li , Shuiping Gou , Peng Zeng , Samy Ammari , Nathalie Lassau , Emilie Chouzenoux

Article dans une revue 01/11/2024

DeConFCluster: Deep Convolutional Transform Learning based Multiview Clustering Fusion Framework

Pooja Gupta , Anurag Goel , Angshul Majumdar , Giovanni Chierchia , Emilie Chouzenoux

Communication dans un congrès 26/10/2024

Deep Equilibrium for Hyperparameter Estimation in Dynamic PET Reconstruction

Florent Sureau , Alix Chazottes , Emilie Chouzenoux , Jean-Christophe Pesquet

Chapitre d'ouvrage 03/10/2024

Majoration-Minimization for Sparse SVMs

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

Article dans une revue 02/09/2024

A Divergence-Based Condition to Ensure Quantile Improvement in Black-Box Global Optimization

Víctor Elvira , Emilie Chouzenoux

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 01/08/2024

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

01/06/2024

A divergence-based condition to ensure quantile improvement in black-box global optimization

Víctor Elvira , Emilie Chouzenoux

Communication dans un congrès 02/05/2024

Adaptive importance sampling for heavy-tailed distributions via α-divergence minimization

Nicola Branchini , Víctor Elvira , Emilie Chouzenoux

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 01/05/2024

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

Mouna Gharbi , 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

Communication dans un congrès 01/04/2024

Graphical inference in non-Markovian linear-Gaussian state-space models

Víctor Elvira , Emilie Chouzenoux

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

06/01/2024

Antibiotic Bacteria Interaction: Dataset and Benchmarking

Sayantika Chatterjee , Angshul Majumdar , Emilie Chouzenoux

Article dans une revue 01/01/2024

On variational inference and maximum likelihood estimation with the $ \lambda $-exponential family

Víctor Elvira , Emilie Chouzenoux