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Xue-Cheng Wu

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Preprint Sep 2026

OmniFysics-Captioner Technical Report: Grounding Omni-Modal Understanding in the Physical World for Better Captioning

Building omni-modal models with physical intelligence requires fine-grained supervision that captures physical evidence such as contact, support, deformation, and state transitions. However, existing omni-modal captioners primarily model general audiovisual semantics and often overlook transient or spatially localized...

Kai Qiu, Ming-Hao Han, Ke-Liang Liu et al. · 0 citations

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