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cs.GR2026
A Geodesic Cut-Cell Prior for Neural Skinning
Wenchao Ma, Surya Dwarakanath, Yizhak Ben-Shabat +4
We introduce cut-cell skinning, a geometric prior designed to augment data-driven skinning weight generation. While data-driven methods show promise in producing high-quality skinn…
cs.GR2025
GEOPARD: Geometric Pretraining for Articulation Prediction in 3D Shapes
Pradyumn Goyal, Dmitry Petrov, Sheldon Andrews +3
We present GEOPARD, a transformer-based architecture for predicting articulation from a single static snapshot of a 3D shape. The key idea of our method is a pretraining strategy t…