Transfer Learning from Simulated to Real Scenes for Monocular 3D Object Detection. - Sondos Mohamed; Walter Zimmer; Ross Greer; Ahmed Alaaeldin Ghita; Modesto Castrillón Santana; Mohan M. Trivedi; Alois Knoll; Salvatore M. Carta; Mirko Marras (ECCV Workshops (8), 2024)

ActiveAnno3D - An Active Learning Framework for Multi-Modal 3D Object Detection. - Ahmed Alaaeldin Ghita; Bjørk Antoniussen; Walter Zimmer; Ross Greer; Christian Creß; Andreas Møgelmose; Mohan M. Trivedi; Alois C. Knoll (IV, 2024)

Enhancing Highway Safety: Accident Detection on the A9 Test Stretch Using Roadside Sensors. - Walter Zimmer; Ross Greer; Xingcheng Zhou; Rui Song 007; Marc Pavel; Daniel Lehmberg; Ahmed Alaaeldin Ghita; Akshay Gopalkrishnan; Mohan M. Trivedi; Alois Knoll (CoRR, 2025)

Towards Vision Zero: The Accid3nD Dataset. - Walter Zimmer; Ross Greer; Daniel Lehmberg; Marc Pavel; Holger Caesar; Xingcheng Zhou; Ahmed Alaaeldin Ghita; Mohan M. Trivedi; Rui Song 007; Hu Cao; Akshay Gopalkrishnan; Alois C. Knoll (CoRR, 2025)

Safety-Critical Learning for Long-Tail Events: The TUM Traffic Accident Dataset. - Walter Zimmer; Ross Greer; Xingcheng Zhou; Rui Song 007; Marc Pavel; Daniel Lehmberg; Ahmed Alaaeldin Ghita; Akshay Gopalkrishnan; Mohan M. Trivedi; Alois Knoll (CoRR, 2025)