Real-time road detection implementation of UNet architecture for autonomous driving. - Danut-Vasile Giurgi; Thomas Josso-Laurain; Maxime Devanne; Jean-Philippe Lauffenburger (IVMSP, 2022)

Evidential deep learning-based multi-modal environment perception for intelligent vehicles. - Mihreteab Negash Geletu; Danut-Vasile Giurgi; Thomas Josso-Laurain; Maxime Devanne; Mengesha Mamo Wogari; Jean-Philippe Lauffenburger (IV, 2023)

Conflict Management in a Distance to Prototype-Based Evidential Deep Learning. - Mihreteab Negash Geletu; Danut-Vasile Giurgi; Thomas Josso-Laurain; Maxime Devanne; Jean-Philippe Lauffenburger; Jean Dezert (BELIEF, 2024)

Fusion of Semantic Segmentation Models for Vehicle Perception Tasks. - Danut-Vasile Giurgi; Jean Dezert; Thomas Josso-Laurain; Maxime Devanne; Jean-Philippe Lauffenburger (FUSION, 2024)

Conflict management in a distance to prototype-based evidential neural network. - Danut-Vasile Giurgi; Mihreteab Negash Geletu; Thomas Josso-Laurain; Maxime Devanne; Jean-Philippe Lauffenburger; Jean Dezert (Int. J. Approx. Reason., 2025)