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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

Jiaxin Dai

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Conference Aug 2026

Zero-shot industrial defect detection via domain-adaptive physical priors and semantics-guided Bayesian inference

Automated visual inspection serves as a cornerstone of intelligent manufacturing, playing a critical role in ensuring product quality and production efficiency. However, general Vision-Language Models (VLMs) often suffer from significant performance degradation when applied to industrial zero-shot anomaly detection due...

Jiaxin Dai, Longxiang Huang, Tao Wang et al. · 0 citations
Conference Aug 2026

A vision-guided robotic action generation framework for industrial assembly task

A vision-guided robotic action generation framework that explicitly models the data flow from visual perception to robotic action execution and introduces a structured visual data extraction mechanism that interprets raw visual outputs into type-consistent, constraint-aware, and physically feasible motion parameters, e...

Longxiang Huang, Jiaxin Dai, Tao Wang et al. · 0 citations

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