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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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Mei-Chun Wang

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Open access Sep 2026

AdaTent++: reliability-guided hybrid test-time adaptation for traffic sign detection under distribution shift

AdaTent++, a reliability-guided hybrid TTA framework for traffic sign detection, combines predictive entropy and cross-view agreement to select among a smoothed batched normalization (BN)-statistics update, a guarded BN-affine gradient update, and no adaptation.

Xiao-Mei Gai, Mei-Chun Wang, Yan-Tong Guo et al. · 0 citations
Open access Sep 2026

SpatioFormer: spatial perception enhancement for lightweight agricultural pest and disease detection

Introduction In precision agriculture, accurate and efficient detection of crop pests and diseases is crucial. However, existing models in complex environments are prone to insufficient spatial perception and attenuation of disease texture features, making it difficult to balance recognition accuracy and lightweighting...

Wen-Bo Ma, Hao Sun, Kun Zhou et al. · 0 citations

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