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Author

Ziang Wang

2 papers indexed here

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Open access Aug 2026

Process-Aware Feature Modulation for Fine-Grained Connector Detection

While deep learning has significantly improved the accuracy of visual detection systems, the integration of process semantics with visual perception for industrial assembly tasks remains largely unexplored. This study aims to develop a high-accuracy cable connector detection framework that incorporates process knowledg...

Ziang Wang, Xi-Tian Tian, Y. Bolea et al. · 0 citations
#artificial intelligence Preprint Jul 2026

A Multi-level Information Integration Framework for Physically Verifiable Fault Diagnosis of Rotating Machinery

The proposed Diagnostic Evidence Network (DENet) is an encoder-agnostic multi-task framework that extends the output to a structured evidence record: the classification, a predicted characteristic frequency comparable against the theoretical value determined by bearing geometry and shaft speed, and a temporal localizat...

Yun-Tong Chen, Jian-Yu Liu, Ying-Qi Li et al. · 1 citation

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