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Yutao Tang

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Less Context, Better Geometry: Masked Geometric Encoder for Robust 3D Foundation Models

Zhimin Shao, Xijun Liu, Zhaoliang Zhang وآخرون · 2026

Recent progress in 3D foundation models has enabled rapid 3D reconstruction and camera calibration by leveraging learned 3D priors from vast amount of spatial data. However, the all-to-all global attention design leads to quadratic complexity and limits long-sequence inference; unconstrained cross-view interactions als …

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