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Self-SupervisedContrastivePre-TrainingforTime SeriesviaTime-FrequencyConsistency

Neural Information Processing Systems

To address this challenge, methods need to accommodate target domains with different temporal dynamics and be capable of doing so without seeing any target examples during pre-training.