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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Zi-Xuan Li

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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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