Joint structure-texture low dimensional modeling for image decomposition with a plug and play framework,
Antoine Guennec, Jean-François Aujol & Yann Traonmilin. (awaiting publication, SIAM Journal on Imaging Sciences) 2025.

Parameter-free structure-texture image decomposition by unrolling Laura Girometti, Jean-François Aujol, Antoine Guennec & Yann Traonmilin

Adaptive parameter selection for gradient-sparse + low patch-rank recovery: application to image decomposition,
Antoine Guennec, Jean-François Aujol & Yann Traonmilin, EUSIPCO 2024, Lyon.

Towards optimal algorithms for the recovery of low-dimensional models with linear rates,
Yann Traonmilin, Jean-François Aujol & Antoine Guennec.(preprint) 2024.

Traitement automatique des résumés de passages aux urgences: focus sur la désidentification
Dylan Russon, Antoine Guennec, Naredo-Turrado Juan, Binbin Xu, Cédric Boussuge, Valérie Battaglia, Benoit Hiron, Emmanuel Lagarde, (preprint) 2024.

Color correction with lorentz boosts,
Antoine Guennec, Nicoletta Prencipe & Edoardo Provenzi, Proceedings of the 2021 4th International Conference on Image and Graphics Processing 2021.

Joint Structure-Texture image decomposition using a plug and play framework,
RT MAIAGES/ GdR IASIS Advances in learning-based image restoration, Institut Henri Poincaré, (12/2024)

Compressive sensing and image decomposition,
Lambda seminar, Institut of Mathematics of Bordeaux, (02/2023).