Deep Stable Learning for Out-Of-Distribution Generalization

Xingxuan Zhang, Peng Cui, Renzhe Xu +3

Approaches based on deep neural networks have achieved striking performance when testing data and training data share similar distribution, but can significantly fail otherwise. Th…