Sample-based Regularization: A Transfer Learning Strategy Toward Better Generalization

Yunho Jeon, Yongseok Choi, Jaesun Park +3

Training a deep neural network with a small amount of data is a challenging problem as it is vulnerable to overfitting. However, one of the practical difficulties that we often fac…