| 2024 | CVPR | Equivariant Plug-and-Play Image Reconstruction. | Matthieu Terris, Thomas Moreau, Nelly Pustelnik, Julin Tachella |
| 2023 | ICASSP | Combining Dual-Tree Wavelet Analysis and Proximal Optimization for Anisotropic Scale-Free Texture Segmentation. | Leo Davy, Nelly Pustelnik, Patrice Abry |
| 2023 | ICASSP | Multilevel FISTA for Image Restoration. | Guillaume Lauga, Elisa Riccietti, Nelly Pustelnik, Paulo Gonalves |
| 2023 | ICASSP | On The Primal and Dual Formulations Of The Discrete Mumford-Shah Functional. | Nelly Pustelnik |
| 2018 | ICASSP | A New Proximal Method for Joint Image Restoration and Edge Detection with the Mumford-Shah Model. | Marion Foare, Nelly Pustelnik, Laurent Condat |
| 2018 | ICASSP | Block-Coordinate Proximal Algorithms for Scale-Free Texture Segmentation. | Barbara Pascal, Nelly Pustelnik, Patrice Abry, Jean-Christophe Pesquet |
| 2018 | ICIP | Joint Estimation of Local Variance and Local Regularity for Texture Segmentation. Application to Multiphase Flow Characterization. | Barbara Pascal, Nelly Pustelnik, Patrice Abry, Marion Serres, Valrie Vidal |
| 2017 | ICASSP | Bayesian-driven criterion to automatically select the regularization parameter in the ℓ1-Potts model. | Jordan Frcon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry |
| 2016 | ICASSP | Non-linear regression for bivariate self-similarity identification - application to anomaly detection in Internet traffic based on a joint scaling analysis of packet and byte counts. | Jordan Frcon, Romain Fontugne, Gustavo Didier, Nelly Pustelnik, Kensuke Fukuda, Patrice Abry |
| 2015 | ICASSP | Estimating link-dependent Origin-Destination matrices from sample trajectories and traffic counts. | Gabriel Michau, Pierre Borgnat, Nelly Pustelnik, Patrice Abry, Alfredo Nantes, Edward Chung |
| 2015 | ICIP | Multivariate optimization for multifractal-based texture segmentation. | Jordan Frcon, Nelly Pustelnik, Herwig Wendt, Patrice Abry |
| 2014 | ICASSP | Epigraphical proximal projection for sparse multiclass SVM. | Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet, Batrice Pesquet-Popescu |
| 2014 | ICASSP | 2D Hilbert-Huang Transform. | Jeremy Schmitt, Nelly Pustelnik, Pierre Borgnat, Patrick Flandrin |
| 2014 | ICIP | Inverse problem formulation for regularity estimation in images. | Nelly Pustelnik, Patrice Abry, Herwig Wendt, Nicolas Dobigeon |
| 2013 | ICASSP | An epigraphical convex optimization approach for multicomponent image restoration using non-local structure tensor. | Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet, Batrice Pesquet-Popescu |
| 2013 | ICASSP | Local regularity for texture segmentation: Combining wavelet leaders and proximal minimization. | Nelly Pustelnik, Herwig Wendt, Patrice Abry |
| 2012 | ICASSP | A proximal approach for constrained cosparse modelling. | Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet, Batrice Pesquet-Popescu |
| 2010 | ICIP | Proximal method for geometry and texture image decomposition. | Luis M. Briceo-Arias, Patrick L. Combettes, Jean-Christophe Pesquet, Nelly Pustelnik |
| 2009 | ICASSP | A wavelet-based quadratic extension method for image deconvolution in the presence of poisson noise. | Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet |