DomainGeneralizationbyLearningandRemoving Domain-specificFeatures

Deep Neural Networks (DNNs) suffer from domain shift when the test dataset follows adistribution different from the training dataset. Domain generalization aims to tackle this issue by learning a model that can generalize to unseen domains.