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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

Jing Qin

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Open access Jul 2026

Degradation-Aware Prompt Learning With Cross-Modal Compensation for Adverse Weather Removal

A Degradation-Aware Cross-Modal Prompt Compensation Network that leverages cross-modal degradation cues from a pre-trained vision-language model to condition restoration features within a unified backbone, achieving robust and perceptually consistent restoration across diverse weather conditions.

Wan-Shu Fan, Yunzhe Zhang, Yue Shen et al. · 0 citations
Review Jul 2026

Agentic AI in medicine: architectures, applications, evaluation, and challenges for clinical translation

A scoping review with systematic evidence mapping across five electronic sources, screened 1,649 exportable records, and provisionally included 557 unique studies that met predefined criteria for goal-directed task execution, tool use, interaction with external resources, feedback-based refinement, or multi-agent collaboration.

Zheng Tong, Yang Liu, Wan-Shu Fan et al. · 0 citations

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