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Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency.
Xiang Zhang
Ziyuan Zhao
Theodoros Tsiligkaridis
Marinka Zitnik
Published in:
NeurIPS (2022)
Keyphrases
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test set
training phase
non stationary
signal processing
frequency domain
supervised learning
data sets
computer vision
feature space
online learning
distributed databases
training process
constraint networks
sequential data
consistency checking
financial time series