Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models

Ioannis Romanelis, Vlassios Fotis, Athanasios Kalogeras +3

We propose a novel point cloud U-Net diffusion architecture for 3D generative modeling capable of generating high-quality and diverse 3D shapes while maintaining fast generation ti…