Augmentation-induced Consistency Regularization for Classification

Jianhan Wu, Shijing Si, Jianzong Wang +1

Deep neural networks have become popular in many supervised learning tasks, but they may suffer from overfitting when the training dataset is limited. To mitigate this, many resear…