DBCM: Dual-Branch Calibration Module for Test-Time Adaptation in Time Series Forecasting

Jaebyeong Jeon, Kunwoo Kang, Sang Yup Lee +1

Non-stationarity induces test-time distribution shifts in time series forecasting (TSF), resulting in forecast residuals between predictions and the corresponding ground truth. Rec…