SPOT: Scalable 3D Pre-training via Occupancy Prediction for Learning Transferable 3D Representations

Xiangchao Yan, Runjian Chen, Bo Zhang +11

Annotating 3D LiDAR point clouds for perception tasks is fundamental for many applications e.g., autonomous driving, yet it still remains notoriously labor-intensive. Pretraining-f…