OliO: ODE-based Linear Transition Operator for Self-Supervised Time Series Forecasting.

arXiv:2610.23345v1 Announce Type: new Abstract: Self-supervised representation learning has advanced time series forecasting by capturing robust features from unlabeled data. However, existing contrastive and masking-based methods often struggle to explicitly