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Jihie Kim Dongguk University

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#machine learning Preprint Sep 2026

Vague2Detect: Handling Ambiguous Prompts in Knowledge-Based Open-World Detection

Real-world detectors must often interpret functional or ambiguous prompts, yet conventional models such as YOLO remain restricted to fixed class lists. Even open-vocabulary models like YOLO-World frequently misalign vague language with the intended objects. Building on our prior work Commonsense-Guided Open-World Objec...

Ibrohimjon Muminov, Jihie Kim Dongguk University, Seoul et al. · 0 citations