DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation

Haoyue Bai, Rui Sun, Lanqing Hong, Fengwei Zhou, Nanyang Ye, Han-Jia Ye, S.-H. Gary Chan, Zhenguo Li. DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. pages 6705-6713, AAAI Press, 2021. [doi]

Abstract

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