Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency.
Xiang ZhangZiyuan ZhaoTheodoros TsiligkaridisMarinka ZitnikPublished in: CoRR (2022)
Keyphrases
- training process
- training set
- supervised learning
- information systems
- signal processing
- fourier transform
- moving average
- database
- global consistency
- multi layer perceptron
- training phase
- autoregressive
- training algorithm
- dynamic time warping
- training examples
- object detection
- wavelet transform
- training data
- decision trees