NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time-Series Pretraining

Chenguo Lin, Xumeng Wen, Wei Cao +4

Recent research on time-series self-supervised models shows great promise in learning semantic representations. However, it has been limited to small-scale datasets, e.g., thousand…