DP-Splat: Bayesian Nonparametric Complexity Control for Gaussian Splatting

Aqi Dong

3D Gaussian Splatting represents scenes as finite mixtures of anisotropic Gaussians whose number of components $K$ is set by heuristic density control or user caps. Variational Bay…