Article

UniFacePoint-FM: A Foundation Model for Generalizable 3D Facial Representation Learning and Multi-Attribute Prediction

2026-02-09

Abstract excerpt

The human face is a rich medium for biometric, behavioral, and clinical information. However, 2D facial images based technologies lack critical geometric details and are susceptible to pose and illumination interference, while 3D facial deep learning frameworks are hindered by complex annotation, preprocessing, and task-specific designs with poor cross-domain generalization. To address these challenges, we propose...

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Literature Corpus work: c7f47cce-e7e4-5ea3-9422-96d443de89c7
DOI: 10.64898/2026.02.06.703926

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