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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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Yu-Long Chen

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Aug 2026

CLIP-SGI: A Semantic-Guided and Instance-Consistent Framework for Generalizable Person Re-Identification.

This work proposes CLIP-SGI, a semantic-guided and instance-consistent framework for generalizable person ReID that combines semantic guidance, domain-aware representation learning, and instance consistency to improve robustness under domain shifts.

Dai-Xin Liu, Yu Yang, Linlin Tang et al. · 0 citations

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