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John S. Zelek

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#artificial intelligence Preprint Sep 2026

WildHSR: Metric Feed-Forward 4D People-Scene Reconstruction from a 3D Foundation Model

3D foundation models recover video cameras and geometry in one forward pass, but some of the strongest are up to scale. Joint people-scene reconstruction then requires two missing outputs: metric scale and persistent person identity. We ask whether one up-to-scale foundation representation can support both through ligh...

Jerrin Bright, John S. Zelek · 0 citations

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