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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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Qin-Yu Xiao

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Open access Sep 2026

A Comparative Study of Local-Global Anomaly-Map Fusion Strategies in EfficientAD

Industrial anomaly detection must identify both local structural defects and global logical violations while preserving localization quality and practical inference cost. EfficientAD provides complementary local student-teacher and global autoencoder-student anomaly maps, yet its fixed equal average assumes that both m...

Qin-Yu Xiao · 0 citations

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