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FrameScout: Scouting Query-Relevant Frames for Long Video Understanding

Hu, Haonan et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
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 com
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