2026
PUFM: Efficient Point Cloud Upsampling via Flow Matching
AAAI 2026technical
Diffusion models have recently been adopted for point cloud upsampling due to their effectiveness in solving ill-posed problems. However, existing upsampling methods often struggle with inefficiencies, as they generate dense point clouds by mapping Gaussian noise to data, overlooking the geometric i