May 8, 2026
TripoSplat — Generative 3D Gaussians with Learned Density Control
Runjie Yan, Yan-Pei Cao, Peng Wang, Ding Liang, Yuan-Chen Guo
Introduces Density-Sampled Gaussians for adaptive, grid-free 3D generation. The VecSeq diffusion framework resolves permutation ambiguity by anchoring latents to a deterministic 3D Sobol sequence, which enables variable-resolution decoding from a single compact latent code.



