Kernel-convoluted Deep Neural Networks with Data Augmentation

Minjin Kim, Young-geun Kim, Dongha Kim +2

The Mixup method (Zhang et al. 2018), which uses linearly interpolated data, has emerged as an effective data augmentation tool to improve generalization performance and the robust…