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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

Author

Wenyi Zhao

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2 papers indexed here

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Open access 2026

DCLRNet: Dynamic-Coupled Lightweight Restoration Network for Improving Underwater Visual Quality

Water absorption, scattering, and nonuniform illumination jointly cause severe color shifts, visibility loss, and texture degradation in underwater images, while different degradation factors often exhibit complex spatial coupling. Existing methods mainly focus on specific degradation types or single-scale restoration,...

Wei-Dong Zhang, Kang-Le Qiao, Zheng Liang et al. · 0 citations
Aug 2026

Boosting Black-Box Unsupervised Domain Adaptation With Cross-Model Contrastive and Consistency Learning.

Black-box unsupervised domain adaptation (black-box UDA) aims to adapt a target model without accessing source data or source-model parameters. Compared with conventional unsupervised domain adaptation (UDA) and source-free UDA (SFUDA), this setting better protects data privacy and model security, but poses greater cha...

Wei Li, Wenyi Zhao, Lianlei Shan et al. · 0 citations

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