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PixSearch: Region-Grounded Retrieval for Knowledgeable Large Multimodal Models

Kim, Jeonghwan et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Multimodal Retrieval-Augmented Generation (MM-RAG) augments visual question answering (VQA) with external knowledge, but many systems rely on modular pipelines that separate visual grounding, query construction, and answer generation. This separation can propagate errors from intermediate detections
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