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cs.CV2026
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding
Mingwei Xing, Xinliang Wang, Yifeng Shi
Constructing a unified 3D scene understanding model has long been hindered by the topological discrepancies across sensor modalities. While applying the Mixture-of-Experts (MoE) ar…
cs.CV2026
AdaptSplat: Adapting Vision Foundation Models for Feed-Forward 3D Gaussian Splatting
Mingwei Xing, Xinliang Wang, Yifeng Shi
This work explores a simple yet powerful lightweight adapter design for feed-forward 3D Gaussian Splatting (3DGS). Existing methods typically apply complex, architecture-specific d…
cs.CV2026
ArtifactWorld: Scaling 3D Gaussian Splatting Artifact Restoration via Video Generation Models
Xinliang Wang, Yifeng Shi, Zhenyu Wu
3D Gaussian Splatting (3DGS) delivers high-fidelity real-time rendering but suffers from geometric and photometric degradations under sparse-view constraints. Current generative re…