AI RESEARCH
Not All Inputs Are Valid: Towards Open-Set Video Moment Retrieval Using Language
arXiv CS.CV
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ArXi:2605.29812v1 Announce Type: new Video Moment Retrieval (VMR) targets to retrieve the specific moment corresponding to a sentence query from an untrimmed video. Although recent works have made remarkable progress in this task, they implicitly are rooted in the closed-set assumption that all the given queries as video-relevant\footnote{In this paper, we treat ``video-relevant query'' as ``in-distribution (ID) query'' and ``video-irrelevant query'' as ``out-of-distribution (OOD) query