SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis
Generating photorealistic novel views from unposed images requires both 3D geometric understanding and the ability to synthesize unseen content. A natural strategy combines feed-forward 3DGS reconstruction with multi-view diffusion. Yet prior pipelines extract at most one signal from the reconstruction, either pixel rendering or learned features, while none exploits per-Gaussian visibility for occlusion-aware reference selection. This *information disconnect* leaves renderable geometry, visibility cues, and learned features unused. SplatGuide closes this disconnect by reusing a single 3DGS sce
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzySimilar title/name (fuzzy) · 84%liyupi/ai-guide →
“Fuzzy title match (0.92): “SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free” ≈ “liyupi/ai-guide””
- FuzzyOverlapping authors or contributors · 62%bytedance/deer-flow →
“Shared author/contributor keys: wang”
- FuzzyOverlapping authors or contributors · 62%ray-project/ray →
“Shared author/contributor keys: wang”
- LinkedLinked via arxiv author · 85%Yejun Zhang →
“SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis”
- LinkedLinked via arxiv author · 85%Zihan Wang →
“SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis”
- LinkedLinked via arxiv author · 85%Wenxu Jia →
“SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis”
- LinkedLinked via arxiv author · 85%Yihao Wang →
“SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis”
- LinkedLinked via arxiv author · 85%Yuxin Hou →
“SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis”