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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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M. Mekhtiche

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Preprint Sep 2026

Selective Tool Use for Agentic Change Visual Question Answering in Remote Sensing

A selective tool use framework in which a single VLM either answers directly or invokes a deterministic change analysis tool to obtain question specific evidence to demonstrate the benefit of question-specific semantic evidence for Change VQA, while highlighting the influence of semantic prediction quality on the resul...

Y. Bazi, M. M. Al Rahhal, M. Mekhtiche et al. · 0 citations

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