Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters

Mateusz Michalkiewicz, Masoud Faraki, Xiang Yu +2

Overfitting to the source domain is a common issue in gradient-based training of deep neural networks. To compensate for the over-parameterized models, numerous regularization tech…