Cross-Domain Joint-Embedding Pretraining For Heterogeneous Industrial Time Series

Jonathan Adam Rico, Nagarajan Raghavan, Senthilnath Jayavelu

Industrial predictive maintenance and manufacturing tasks frequently contain abundant sensor measurements, but with limited labeled data. We investigate cross-domain self-supervise…