Dynamic Data Augmentation with Gating Networks for Time Series Recognition

Daisuke Oba, Shinnosuke Matsuo, Brian Kenji Iwana

Data augmentation is a technique to improve the generalization ability of machine learning methods by increasing the size of the dataset. However, since every augmentation method i…