Self-Supervised Learning via Flow-Guided Neural Operator on Time-Series Data

Duy Nguyen, Jiachen Yao, Jiayun Wang +2

Self-supervised learning (SSL) is a powerful paradigm for learning from unlabeled time-series data. However, popular methods such as masked autoencoders (MAEs) rely on reconstructi…