Single Domain Generalization via Unsupervised Diversity Probe

Author:

Guo Kehua1ORCID,Ding Rui1ORCID,Qiu Tian1ORCID,Zhu Xiangyuan1ORCID,Wu Zheng1ORCID,Wang Liwei1ORCID,Fang Hui2ORCID

Affiliation:

1. Central South University, Changsha, China

2. Loughborough University, Loughborough, United Kingdom

Funder

Hunan Provincial Science and Technology Plan Project

National Science Foundation of Hunan Province

Natural Science Foundation of China under Grant

Open Research Projects of Zhejiang Lab

111 Project

Key projects of Hunan Education Department

Publisher

ACM

Reference61 articles.

1. Kartik Ahuja , Karthikeyan Shanmugam , Kush Varshney , and Amit Dhurandhar . 2020 . Invariant risk minimization games . In Proceedings of International Conference on Machine Learning (ICML). Kartik Ahuja, Karthikeyan Shanmugam, Kush Varshney, and Amit Dhurandhar. 2020. Invariant risk minimization games. In Proceedings of International Conference on Machine Learning (ICML).

2. Martin Arjovsky , Léon Bottou , Ishaan Gulrajani , and David Lopez-Paz . 2019. Invariant risk minimization. arXiv preprint arXiv:1907.02893 ( 2019 ). Martin Arjovsky, Léon Bottou, Ishaan Gulrajani, and David Lopez-Paz. 2019. Invariant risk minimization. arXiv preprint arXiv:1907.02893 (2019).

3. Domain Generalization by Solving Jigsaw Puzzles

4. Domain Generalization by Mutual-Information Regularization with Pre-trained Models

5. AutoAugment: Learning Augmentation Strategies From Data

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