The Dream Database: A Multimode Database Including Optics, Radar, DSM (SRTM) and OSM Labels for Deep Machine Learning Purposes. - Elise Colin Koeniguer; Alexandre Mayerowitz; Nathan Letheule; Aurélien Plyer (IGARSS, 2021)

Automatic Simulation of SAR Images: Comparing a Deep-Learning Based Method to a Hybrid Method. - Nathan Letheule; Flora Weissgerber; Sylvain Lobry; Elise Colin (IGARSS, 2023)

Apports de l'Apprentissage Profond pour la simulation d'images SAR. (Contributions of Deep Learning to SAR image simulation). - Nathan Letheule (2024)

From Spaceborne to Airborne: SAR Image Synthesis Using Foundation Models for Multi-Scale Adaptation. - Solene Debuysere; Nicolas Trouve; Nathan Letheule; Olivier Leveque; Elise Colin (CoRR, 2025)

Quantitative Comparison of Fine-Tuning Techniques for Pretrained Latent Diffusion Models in the Generation of Unseen SAR Image Concepts. - Solene Debuysere; Nicolas Trouve; Nathan Letheule; Olivier Leveque; Elise Colin (CoRR, 2025)