Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Jean-Christophe Pesquet

Jean-Christophe Pesquet

LIGM

Deep Transform and Metric Learning Networks


Apr 21, 2021
Wen Tang, Emilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim

* Accepted by ICASSP 2021. arXiv admin note: substantial text overlap with arXiv:2002.07898 

  Access Paper or Ask Questions

Learning Maximally Monotone Operators for Image Recovery


Dec 24, 2020
Jean-Christophe Pesquet, Audrey Repetti, Matthieu Terris, Yves Wiaux


  Access Paper or Ask Questions

Sparse Signal Reconstruction for Nonlinear Models via Piecewise Rational Optimization


Oct 29, 2020
Arthur Marmin, Marc Castella, Jean-Christophe Pesquet, Laurent Duval

* Signal Processing, Volume 179, February 2021, 107835 Signal Processing Volume 179, February 2021, 107835 

  Access Paper or Ask Questions

Modeling Electrical Motor Dynamics using Encoder-Decoder with Recurrent Skip Connection


Oct 08, 2020
Sagar Verma, Nicolas Henwood, Marc Castella, Francois Malrait, Jean-Christophe Pesquet

* 8 pages, AAAI2020 

  Access Paper or Ask Questions

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


Feb 18, 2020
Wen Tang, Emilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim


  Access Paper or Ask Questions

General risk measures for robust machine learning


May 24, 2019
Emilie Chouzenoux, Henri GĂ©rard, Jean-Christophe Pesquet


  Access Paper or Ask Questions

Deep Unfolding of a Proximal Interior Point Method for Image Restoration


Dec 11, 2018
Marie-Caroline Corbineau, Jean-Christophe Pesquet, Carla Bertocchi, Emilie Chouzenoux, M. -C Corbineau, J. -C Pesquet, Marco Prato


  Access Paper or Ask Questions

A Two-Stage Subspace Trust Region Approach for Deep Neural Network Training


May 23, 2018
Viacheslav Dudar, Giovanni Chierchia, Emilie Chouzenoux, Jean-Christophe Pesquet, Vladimir Semenov

* EUSIPCO 2017 

  Access Paper or Ask Questions

A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression


Dec 25, 2017
Luis M. Briceno-Arias, Giovanni Chierchia, Emilie Chouzenoux, Jean-Christophe Pesquet


  Access Paper or Ask Questions

A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior


Oct 09, 2017
Qi Wei, Emilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet


  Access Paper or Ask Questions

Spatially variant PSF modeling in confocal macroscopy


Jul 14, 2017
Anna Jezierska, Hugues Talbot, Jean-Christophe Pesquet, Gilbert Engler


  Access Paper or Ask Questions

Image Analysis Using a Dual-Tree $M$-Band Wavelet Transform


Feb 27, 2017
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet

* IEEE Transactions on Image Processing, August 2006, Volume 15, Issue 8, p. 2397-2412 

  Access Paper or Ask Questions

A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise


Jan 20, 2017
Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet


  Access Paper or Ask Questions

A Proximal Approach for Sparse Multiclass SVM


Dec 14, 2015
G. Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet, B. Pesquet-Popescu


  Access Paper or Ask Questions

Playing with Duality: An Overview of Recent Primal-Dual Approaches for Solving Large-Scale Optimization Problems


Dec 03, 2014
Nikos Komodakis, Jean-Christophe Pesquet


  Access Paper or Ask Questions

A Non-Local Structure Tensor Based Approach for Multicomponent Image Recovery Problems


Oct 14, 2014
Giovanni Chierchia, Nelly Pustelnik, Beatrice Pesquet-Popescu, Jean-Christophe Pesquet


  Access Paper or Ask Questions

Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI


Oct 03, 2013
Lotfi Chaari, SĂ©bastien MĂ©riaux, Jean-Christophe Pesquet, Philippe Ciuciu

* arXiv admin note: substantial text overlap with arXiv:1103.3532 

  Access Paper or Ask Questions

Noise Covariance Properties in Dual-Tree Wavelet Decompositions


Aug 26, 2011
Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval

* IEEE Transactions on Information Theory, December 2007, Volume 53, Issue 12, p. 2397 - 2412 

  Access Paper or Ask Questions

4D Wavelet-Based Regularization for Parallel MRI Reconstruction: Impact on Subject and Group-Levels Statistical Sensitivity in fMRI


Mar 17, 2011
Lotfi Chaari, SĂ©bastien MĂ©riaux, Solveig Badillo, Jean-Christophe Pesquet, Philippe Ciuciu


  Access Paper or Ask Questions