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Jing-Chen Ni

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Preprint Sep 2026

OPERA: A Unified Omnimodal Progressive Spatio-Temporal Reasoning Agent for Referring Video Segmentation

Referring video segmentation with heterogeneous multimodal queries---spanning text, audio, and reference images---demands both robust cross-modal understanding and precise spatio-temporal reasoning. We propose OPERA (Omnimodal Progressive spatio-tEmporal Reasoning Agent), a unified reasoning agent built on a single MLL...

Jing-Chen Ni, Yu-Ji Wang, Shan-Nan Yan et al. · 0 citations

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