PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning

Yuanlong Wu, Mingxing Nie, Tao Zhu +3

Class-incremental learning (CIL) for time series data faces critical challenges in balancing stability against catastrophic forgetting and plasticity for new knowledge acquisition,…