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Author

Cameron Keith

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Preprint Oct 2026

Meaningful Moments: A Corpus of VLM-Derived Temporal Importance Labels for Video Action Recognition

Not every moment in a video is equally useful for recognizing an action. A few decisive moments often carry the evidence: the instant an object moves, the peak of a dive, or one object placed on another. Existing video datasets rarely provide large-scale, action-conditioned labels for which short segments carry that ev...

Cameron Keith, SouYoung Jin · 0 citations

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