研究论文
Beyond single prototype: A multi-prototype fusion framework with contrastive learning and diffusion model for zero-shot fault diagnosis
Lv Wang, Junyu Qi, Yi Qin
Chongqing University Reutlingen University
来源Information Fusion
年份2026
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逐年被引趋势
740
726
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7
被引次数 · OpenAlex
21.60
领域内被引倍数
同类平均 = 1
同类平均 = 1
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同领域 · 同年份 · 同类型
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学术脉络
学科主题
工程Machine Fault Diagnosis Techniques
Domain Adaptation and Few-Shot Learning · Ultrasonics and Acoustic Wave Propagation
参考文献 26
Attribute-Based Classification for Zero-Shot Visual Object Categorization
被引 1,687Christoph H. Lampert, Hannes Nickisch, Stefan Harmeling · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013
Feature Denoising and Nearest–Farthest Distance Preserving Projection for Machine Fault Diagnosis
被引 104Weihua Li, Shaohui Zhang, Subhash Rakheja · IEEE Transactions on Industrial Informatics · 2015
Diagnosis of combined faults in Rotary Machinery by Non-Naive Bayesian approach
被引 102M. Yazdanian Asr, Mir Mohammad Ettefagh, Reza Hassannejad · Mechanical Systems and Signal Processing · 2016
此处列出前 3 条
引用本文 7
Lightweight multimodal adaptive swin transformer with normal feature protection for variable-load fault diagnosis
被引 0ChengJie Zhu, Yaming Zhang · The Journal of Supercomputing · 2026
GTSFlow: Knowledge-guided spectral-topology flow matching for data-scarce fault diagnosis in wide-body mining dump trucks
被引 0Chengyu Lu, Zhaoxi Hong, Yixiong Feng · Advanced Engineering Informatics · 2026
Semantic knowledge transfer framework for wind turbine gearbox compound fault diagnosis via zero-shot learning
被引 0Qi Deng, Weixiong Jiang, Jun Wu · Structural Health Monitoring · 2026
按被引量排序，此处列出前 3 条