Encoding video as a small set of object tokens, produced by off-the-shelf detection, segmentation, and tracking models, improves video QA accuracy and enables video-based referring in a 7B video-LLM.
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VideoOrion: Tokenizing Object Dynamics in Videos
Encoding video as a small set of object tokens, produced by off-the-shelf detection, segmentation, and tracking models, improves video QA accuracy and enables video-based referring in a 7B video-LLM.