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

Yiyao Ma, Kai Chen, Zhongxiang Zhou +5

Monocular 3D shape recovery is fundamental to geometric understanding, yet achieving robust generalization across arbitrary viewpoints and unseen object categories remains a signif…