2026
SelfOccFlow: Towards End-to-End Self-Supervised 3D Occupancy Flow Prediction
RA-L 2026
Estimating 3D occupancy and motion at the vehicle's surroundings is essential for autonomous driving, enabling situational awareness in dynamic environments. Existing approaches jointly learn geometry and motion but rely on expensive 3D occupancy and flow annotations, velocity labels from bounding b