Author

Rui-Lin Yang

2 papers indexed here

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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. · arXiv.org · 0 citations

#artificial intelligence Jun 2026

Criterion-Conditional In-Context Learning: Evaluating Criterion-Shift Adaptation in Vision-Language Models

This work introduces a new setting, denoted as Criterion-Conditional In-Context Learning (CC-ICL), where models must infer the latent criterion from context and adjust predictions accordingly under fixed task semantics, and proposes two complementary metrics, Criterion Invariance and Criterion Sensitivity, to evaluate...

Kaiyu Yang, Rui-Lin Yang, Zhi-Min Yao et al. · arXiv.org · 0 citations