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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Wei-Ji Chen

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Preprint Aug 2026

What Makes an Initial Reaction Ready for Discussion?: Multi-Persona AI Support for Stance Reflection and Writing

An initial reaction to a social or community issue can feel meaningful before it is ready to become a message: people still need to clarify the claim, anticipate audience risks, and decide how much reasoning should become visible to others. We present StanceLab, a prototype for preparing a stance before entering a disc...

S. S. Hong, Mu-Tien Kuo, Wei-Ji Chen et al. · 0 citations
2026

Global Context Meets Local Quality: A Mamba-Enhanced Detector for Underwater Imagery

Underwater object detection faces severe challenges caused by light attenuation, scattering, spatially varying turbidity, and boundary blur, which weaken object-related visual signals and reduce localization reliability. This letter presents MED, a Mamba-Enhanced Detector for degradation-aware underwater object detecti...

Yaoming Zhuang, Zi-Rui Fang, Jia-Ming Liu et al. · 0 citations

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