KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification

Xueyuan Gong, Yain-Whar Si, Yongqi Tian +3

Time-series classification approaches based on deep neural networks are easy to be overfitting on UCR datasets, which is caused by the few-shot problem of those datasets. Therefore…