TimeExpert applies dynamic mixture-of-experts routing to video temporal grounding, reporting small state-of-the-art gains over TRACE on dense video captioning, moment retrieval, and highlight detection.
Activitynet: A large-scale video benchmark for human activity understanding
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TimeExpert: An Expert-Guided Video LLM for Video Temporal Grounding
TimeExpert applies dynamic mixture-of-experts routing to video temporal grounding, reporting small state-of-the-art gains over TRACE on dense video captioning, moment retrieval, and highlight detection.