Self-Supervised Contrastive Pre-Training for Time Series Via Time-Frequency Consistency
Theodoros Tsiligkaridis, Xiang Zhang, Ziyuan Zhao, Marinka Zitnik
Topics & Concepts
Series (stratigraphy)Consistency (knowledge bases)Computer scienceMathematicsAlgorithmTime seriesArtificial intelligenceFeature (linguistics)Pattern recognition (psychology)Class (philosophy)Time Series Analysis and ForecastingNeural Networks and ApplicationsGaussian Processes and Bayesian Inference