Adaptive Random Feature Regularization on Fine-tuning Deep Neural Networks

Shin'ya Yamaguchi, Sekitoshi Kanai, Kazuki Adachi +1

While fine-tuning is a de facto standard method for training deep neural networks, it still suffers from overfitting when using small target datasets. Previous methods improve fine…