Author

Margaret Kostyrko

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Preprint Sep 2026

Revisiting Avatar-As-Image: High-Fidelity Registration is All You Need

The representation of 3D clothed humans as standardized 2D UV texture and displacement maps over an underlying body model has long been studied. This compact representation is enticing as it enables pretrained image networks to process, generate, and edit 3D avatars, but is only useful if scans are accurately aligned a...

Margaret Kostyrko, Yuxuan Xue, Garvita Tiwari et al. · 1 citation