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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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Lu Liu

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Preprint Sep 2026

SRPR-Net: Semantic and Relational Prompt Refinement for Automated SAM-based Instance Segmentation

A novel architecture, named Semantic Relational Prompt Refinement Network (SRPR-Net), is proposed, for automated SAM-based instance segmentation, where a sequential prompt refinement mechanism is introduced to enrich detector geometry with visual-language semantics and then incorporate same-image instance dependencies.

Lu Liu, Guo-Jie Li, Sun-Cheng Xiang et al. · 0 citations

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