SelfReg: Self-supervised Contrastive Regularization for Domain Generalization
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization
In general, an experimental environment for deep learning assumes that the training and the test dataset are sampled from the same distribution. However, in real-world situations, a difference in the distribution between two datasets, i.e. domain shift, may occur, which becomes a major factor impeding the generalization performance of the …