TS2Vec-Ensemble: An Enhanced Self-Supervised Framework for Time Series Forecasting

Ganeshan Niroshan, Uthayasanker Thayasivam

Self-supervised representation learning, particularly through contrastive methods like TS2Vec, has advanced the analysis of time series data. However, these models often falter in…