arxivcs.CVcs.GRcs.RO2026-07-02
PixGS: Pixel-Space Diffusion for Direct 3D Gaussian Splat Generation
Recent advances in 3D content generation from text or images have achieved impressive results, yet view inconsistency from 2D generators and the scarcity of high-quality 3D data remain significant bottlenecks. Existing solutions typically adapt large-scale pre-trained text-to-ima…