Physics-Aware Diffusion for LiDAR Point Cloud Densification

Zeping Zhang, Robert Laganière

LiDAR perception is severely limited by the distance-dependent sparsity of distant objects. While diffusion models can recover dense geometry, they suffer from prohibitive latency…