A multi-task self-supervised method combining contrastive, reconstruction and classification losses with learnable transformations, evaluated on UCR time series anomaly detection problems.
Water leak detection using self-supervised time series classification,
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NeuCoReClass AD: Redefining Self-Supervised Time Series Anomaly Detection
A multi-task self-supervised method combining contrastive, reconstruction and classification losses with learnable transformations, evaluated on UCR time series anomaly detection problems.