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Author

Shintaro Ozaki

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#computer vision Preprint Sep 2026

ExpArt-KG: Artwork Image Description Generation through Iterative Exploration of Knowledge Graphs

This work proposes a framework that efficiently exploits factual information from a knowledge graph via retrieval-augmented generation via retrieval-augmented generation (RAG), with the goal of enabling LVLMs to generate detailed and accurate image explanations.

Y. Kato, Shintaro Ozaki, Kazuki Hayashi et al. · 0 citations
Preprint Aug 2026

Simile Understanding in Text-to-Image Models: An Evaluation Framework

A scalable evaluation framework for simile understanding is proposed that includes a controlled simile dataset in which metaphorical vehicles are drawn from a predefined set of object-detectable categories and combined with diverse templates.

Luecheng Wang, Shintaro Ozaki, Hidetaka Kamigaito et al. · 0 citations

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