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.
Difix3d+: Improving 3d reconstruc- tions with single-step diffusion models
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
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.