A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration. - Théo Bodrito; Alexandre Zouaoui; Jocelyn Chanussot; Julien Mairal (NeurIPS, 2021)

Hysupp: An Open-Source Hyperspectral Unmixing Python Package. - Behnood Rasti; Alexandre Zouaoui; Julien Mairal; Jocelyn Chanussot (IGARSS, 2023)

SUnAA: Sparse Unmixing Using Archetypal Analysis. - Behnood Rasti; Alexandre Zouaoui; Julien Mairal; Jocelyn Chanussot (IEEE Geosci. Remote. Sens. Lett., 2023)

Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing. - Alexandre Zouaoui; Gedeon Muhawenayo; Behnood Rasti; Jocelyn Chanussot; Julien Mairal (IEEE Trans. Image Process., 2023)

MLXP: A framework for conducting replicable experiments in Python. - Michael Arbel; Alexandre Zouaoui (ACM-REP, 2024)

Fast Semi-supervised Unmixing using Non-convex Optimization. - Behnood Rasti; Alexandre Zouaoui; Julien Mairal; Jocelyn Chanussot (CoRR, 2024)

MLXP: A framework for conducting replicable Machine Learning eXperiments in Python. - Michael Arbel; Alexandre Zouaoui (CoRR, 2024)

Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package. - Behnood Rasti; Alexandre Zouaoui; Julien Mairal; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2024)

Fast Semisupervised Unmixing Using Nonconvex Optimization. - Behnood Rasti; Alexandre Zouaoui; Julien Mairal; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2024)

Sparse and Archetypal Decomposition Algorithms for Hyperspectral Image Restoration and Spectral Unmixing. (Algorithmes de décomposition parcimonieuse et archétypale pour la restauration d'images hyperspectrales et le démélange spectral). - Alexandre Zouaoui (2024)