LeNEPA

LeNEPA: New Time-Series SSL Method Reduces Reliance on Data Augmentation

Researchers have introduced LeNEPA, a novel self-supervised learning method for time-series data that does not require data augmentation. LeNEPA utilizes a causal backbone and a next-latent-token prediction objective, e…