AI RESEARCH
GeoQuery: Geometry-Query Diffusion for Sparse-View Reconstruction
arXiv CS.CV
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ArXi:2605.12399v1 Announce Type: new 3D Gaussian Splatting (3DGS) has emerged as a prominent paradigm for 3D reconstruction and novel view synthesis. However, it remains vulnerable to severe artifacts when trained under sparse-view constraints. While recent methods attempt to rectify artifacts in rendered views using image diffusion models, they typically rely on multi-view self-attention to retrieve information from reference images.