Author

Fizza Rubab

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Preprint Sep 2026

Learning Semantic Inpainting for Animatable Gaussian Head Avatars

We present SInGA, a novel method for learning Semantic Inpainting for animatable Gaussian head Avatars from a single image. Existing avatar approaches often rely on multi-view observations and lack effective handling of unobserved regions in single-view settings, limiting their applicability in such scenarios. To addre...

Pilseo Park, Fizza Rubab, Yi-Ying Tong · 0 citations

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