Anas Mahmoud*

Image-to-Lidar Relational Distillation for Autonomous Driving Data

"Pre-trained on extensive and diverse multi-modal datasets, 2D foundation models excel at addressing 2D tasks with little or no downstream supervision, owing to their robust representations. The emergence of 2D-to-3D distillation frameworks has extended these capabilities to 3D models. However, dist…