Dual-Prototype Disentanglement: A Context-Aware Enhancement Framework for Time Series Forecasting

Haonan Yang, Yulin He, Jianchao Tang +1

Real-world time series are governed by both recurring structures, such as trends and seasonality, and infrequent yet critical variations, such as abrupt shifts and rare events. How…