A per-scene fine-tuned latent diffusion model with dual mesh-3DGS conditioning and random mask augmentation improves novel-view repair in Gaussian Splatting, outperforming DIFIX baselines on ScanNet++ and Replica.
Sgd: Street view synthesis with gaussian splatting and diffusion prior
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GSFix3D: Diffusion-Guided Repair of Novel Views in Gaussian Splatting
A per-scene fine-tuned latent diffusion model with dual mesh-3DGS conditioning and random mask augmentation improves novel-view repair in Gaussian Splatting, outperforming DIFIX baselines on ScanNet++ and Replica.