Tgan-ad: transformer-based gan for anomaly detection of time series data

HIGHLIGHTS

• who: Liyan Xu and colleagues from the State Key Laboratory of Smart Grid Protection and Control, Nanjing, China School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China have published the research work: TGAN-AD: Transformer-Based GAN for Anomaly Detection of Time Series Data, in the Journal: (JOURNAL)
• what: The authors propose a new method for Anomaly Detection of The authors propose a new model, TGAN-AD, that incorporates Transformer into the GAN framework. The aim of the generator is to continuously train the transformer to generate time series data approaching the . . .
  

   

  

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