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Li-Zhao Gao

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Preprint Oct 2026

FrameScout: Scouting Query-Relevant Frames for Long Video Understanding

Long video understanding requires VideoLLMs to answer queries about videos spanning tens of minutes to hours, but such long videos produce far more visual tokens than current VideoLLMs can process. To address this issue, keyframe selectors are proposed to select the most query-relevant frames by computing the similarit...

Hao-Nan Hu, Shu-Hao Chen, Weisen Jiang et al. · 0 citations

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