UniCVR is the first unified zero-shot framework that handles composed image, multi-turn image, and video retrieval by MLLM-VLP alignment plus dual-level reranking.
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval , booktitle =
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UniCVR: From Alignment to Reranking for Unified Zero-Shot Composed Visual Retrieval
UniCVR is the first unified zero-shot framework that handles composed image, multi-turn image, and video retrieval by MLLM-VLP alignment plus dual-level reranking.