Emilie Chouzenoux

Laboratoire

CVN

Mots cles

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

Site WEB

Publications (246)

Article dans une revue 01/12/2022

Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution

Yunshi Huang , Emilie Chouzenoux , Jean-Christophe Pesquet

Rapport 29/11/2022

Deep Probabilistic Matrix Factorization on Graphs: Application to Drug Repositioning for Monkeypox

Stuti Jain , Angshul Majumdar , Emilie Chouzenoux

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

Article dans une revue 01/11/2022

SABRINA: A Stochastic Subspace Majorization-Minimization Algorithm

Jean-Baptiste Fest , Emilie Chouzenoux

Communication dans un congrès 16/10/2022

Deep Convolutional K-Means Clustering

Anurag Goel , Angshul Majumdar , Giovanni Chierchia , Emilie Chouzenoux

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

Communication dans un congrès 16/10/2022

Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification

Shikha Singh , Angshul Majumdar , Giovanni Chierchia , Emilie Chouzenoux

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

Article dans une revue 01/09/2022

Graphical Inference in Linear-Gaussian State-Space Models

Víctor Elvira , Emilie Chouzenoux

Communication dans un congrès 29/08/2022

A CNC approach for Directional Total Variation

Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/08/2022

From dose reduction to contrast maximization: can deep learning amplify the impact of contrast media on brain MR image quality? A reader study

Alexandre Bône , Samy Ammari , Yves Menu , Corinne Balleyguier , Eric Moulton , Andreas Volk , Gabriel C.T.E. Garcia , François Nicolas , Philippe Robert , Marc-Michel Rohé , Nathalie Lassau , Emilie Chouzenoux

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 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 07/05/2022

Proximal-based adaptive simulated annealing for global optimization

Víctor Elvira , Emilie Chouzenoux

Article dans une revue 01/05/2022

DeepVir, Graphical Deep Matrix Factorization for In Silico Antiviral Repositioning. Application to COVID19.

Aanchal Mongia , Stuti Jain , Angshul Majumdar , Emilie Chouzenoux

Communication dans un congrès 03/04/2022

Axial organization of muscular myosin identified by the optical and computational pipeline FAMOUS

Claire Lefort , Mathieu Chalvidal , Fabienne Baraige , Alexis Parenté , Erwan Ferrandon , Véronique Blanquet , Henri Massias , Laetitia Magnol , Emilie Chouzenoux

Communication dans un congrès 03/04/2022

An instrumental and computational pipeline for visualizing free viral particles

Claire Lefort , Erwan Ferrandon , Cecile Mclaughlin , Sophie Alain , Emilie Chouzenoux

Article dans une revue 01/04/2022

Binary Matrix Completion on Graphs: Application to Collaborative Filtering

Divyanshu Talwar , Aanchal Mongia , Angshul Majumdar , Emilie Chouzenoux

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

Article dans une revue 01/03/2022

Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring

Shikha Singh , Giovanni Chierchia , Angshul Majumdar , Emilie Chouzenoux

Rapport 01/01/2022

DeConDFFuse : Predicting Drug-Drug Interaction using joint Deep Convolutional Transform Learning and Decision Forest fusion framework

Pooja Gupta , Angshul Majumdar , Giovanni Chierchia , Emilie Chouzenoux

Article dans une revue 01/01/2022

Radiomics-Based Method for Predicting the Glioma Subtype as Defined by Tumor Grade, IDH Mutation, and 1p/19q Codeletion

Yingping Li , Samy Ammari , Litti Lawrance , Arnaud Quillent , Tarek Assi , Nathalie Lassau , Emilie Chouzenoux

Article dans une revue 01/01/2022

Optimized Population Monte Carlo

Víctor Elvira , Emilie Chouzenoux

Article dans une revue 01/01/2022

Unmatched Preconditioning of the Proximal Gradient Algorithm

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

Rapport 01/01/2022

Block Delayed Majorize-Minimize Subspace Algorithm for Large Scale Image Restoration

Mathieu Chalvidal , Jean-Baptiste Fest , Claire Lefort , Emilie Chouzenoux

Rapport 01/01/2022

Gradient-based Adaptive Importance Samplers

Víctor Elvira , Ömer Deniz Akyildiz , Luca Martino , Emilie Chouzenoux

Communication dans un congrès 01/01/2022

Multiphoton microscopy for bacterial imaging: a label-free solution resting on endogenous two-photon fluorescence

Cédric Delmon , Erwan Ferrandon , Audrey Prorot , Sophie Alain , Claire Lefort , Emilie Chouzenoux

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

Rapport 01/01/2022

Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling

Yunshi Huang , Víctor Elvira , Emilie Chouzenoux , 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