A Taxonomy of Knowledge Bases for Retrieval-Augmented Methods in Vision: A Comprehensive Survey
Recent vision–language models (VLMs) demonstrate impressive performance but often hallucinate when essential knowledge is not encoded in their parameters. Retrieval-augmented generation (RAG), which integrates external knowledge bases (KBs), has thus been widely adopted in computer vision. Be...
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| Autors principals: | , , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
IEEE
2026-01-01
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| Col·lecció: | IEEE Access |
| Matèries: | |
| Accés en línia: | https://ieeexplore.ieee.org/document/11413931/ |
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