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Author

Fizza Rubab

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Preprint Aug 2026

Unmasking Face Embeddings: Reading, Rendering and Naming with Foundation Models

This work uses simple pre-computed linear transformations, estimated from paired embeddings alone, to connect existing FR models with off-the-shelf foundation models, exposing face embeddings as semantically and visually rich biometric representations for web-scale foundation models.

Fizza Rubab, Yi-Ying Tong, Arun Ross · 0 citations

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