Hybrid AI Road Markings Analysis from a Retroreflectometer. - Christophe Heinkelé; Colin Holler; Abdessamad El Krine; Valérie Muzet (ITSC, 2023)

PASOA- PArticle baSed Bayesian Optimal Adaptive design. - Jacopo Iollo; Christophe Heinkelé; Pierre Alliez; Florence Forbes (ICML, 2024)

Using Deep Learning for the Dynamic Evaluation of Road Marking Features from Laser Imaging. - Maxime Tual; Valérie Muzet; Philippe Foucher; Christophe Heinkelé; Pierre Charbonnier (IMPROVE, 2024)

Bayesian Experimental Design Via Contrastive Diffusions. - Jacopo Iollo; Christophe Heinkelé; Pierre Alliez; Florence Forbes (ICLR, 2025)