Dual-Route Top-K Retrieval
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Dual-Route Top-K Retrieval with 1v1 VLM Reranking for the CoVR-R
Announce Type: new Abstract: We describe \emph{Dual-Route Top-K Retrieval with 1v1 VLM Reranking} for the CoVR-R challenge. The method treats composed video retrieval as two coupled problems: finding a sufficiently complete top-k candidate set, and then safely deciding whether any candidate should replace a strong current top-1. We first improve the reasoning/text seed with a VLM slot selector over existing candidates, without introducing DFN visual retrieval.