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Jiapeng Wu

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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One-Class Domain-Generalized Anomaly Detection for Mechanical Stationary and Non-Stationary Time-Series Signals Via a One-Class Adversarial Contrastive Framework

Number of pages: 37 Posted: 05 Aug 2025
Diego Cabrera, Jiapeng Wu, Mariela Cerrada, Rene-Vinicio Sánchez, Fernando Sancho and Chuan Li
South China University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Seville and Dongguan University of Technology
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Abstract:

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Anomaly detection, Domain generalization, One class learning, Contrastive Learning, Adversarial training