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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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Guijin luo

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Open access Aug 2026

Dynamic Uncertainty Learning with Noisy Correspondence for Text-based Person Retrieval

Text-Based Person Retrieval (TBPR) aims to locate a person in an image database based on a natural language description. While effective in theory, TBPR faces substantial challenges in real-world scenarios due to noisy correspondences—misaligned or weakly related image-text pairs—that significantly degrade retrieval pe...

Zequn Xie, Chu-Xin Wang, Sihang Cai et al. · 0 citations

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