UIKA introduces a feed-forward, animatable Gaussian head model that achieves state-of-the-art reconstruction from arbitrary unposed inputs by utilizing a UV-guided remapping strategy and learnable UV tokens to aggregate view-independent features into canonical Gaussian attributes.
CVPR 2026    Project Page