TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversarial Networks

1 code implementation • 22 Mar 2023 • Shyam Sundar Saravanan, Tie Luo, Mao Van Ngo

To achieve these goals, we convert each input time-series into a sequence of 2D images using two encoding techniques with the intent of capturing temporal patterns and various types of deviance.

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