NovelGS is a diffusion model creating 3D Gaussians from sparse-view images, excelling in multi-view reconstruction with sharp textures, even in unseen areas. This innovation in 3D content supports gaming and virtual reality while lessening manual artistry. https://arxiv.org/abs/2411.16779