DiffusionGS

DiffusionGS

Fast single-stage image-to-3D with Gaussian diffusion

Description

Image-to-3D usually generates multi-view images first and then reconstructs, a slow, inconsistent two-stage process. DiffusionGS bakes Gaussian splatting into the diffusion denoiser for single-stage image-to-3D generation and reconstruction.

It's fast, scalable and works for objects and scenes; published at ICCV 2025.

Features



Single stage:One step.

Gaussians:Direct 3D.

Objects and scenes:General.

Fast:Scalable.