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Aug 2026

OPUS: A Simple yet Effective Unified Framework for Open-Vocabulary Detection

The finding is that unified OVD can be made substantially simpler with semantic-rich visual representations and scalable grounding supervision, and turns mixed prompting from interference into complementarity, improving over text or visual prompt alone.

Xiao-Yan Wei, Zhi-Min Yao, Rui-Lin Yang et al. · 0 citations

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