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Geometry-Guided Modeling of Foundation Features Enables Generalizable Object Shape Deformation Learning

Ma, Yiyao et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Monocular 3D shape recovery is fundamental to geometric understanding, yet achieving robust generalization across arbitrary viewpoints and unseen object categories remains a significant challenge. In this paper, we present a generalizable deformation learning framework that reconstructs 3D objects b
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