Sharpness-Aware Minimization for Out-of-Distribution Generalization

Author:

Li DongqiORCID,Teng ZhuORCID,Li QiruiORCID,Wang ZiyinORCID

Publisher

Springer Nature Singapore

Reference34 articles.

1. Arjovsky, M., Bottou, L., Gulrajani, I., Lopez-Paz, D.: Invariant risk minimization. arXiv preprint arXiv:1907.02893 (2019)

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3. Cha, J., et al.: SWAD: domain generalization by seeking flat minima. Adv. Neural. Inf. Process. Syst. 34, 22405–22418 (2021)

4. Chang, S., Zhang, Y., Yu, M., Jaakkola, T.: Invariant rationalization. In: International Conference on Machine Learning, pp. 1448–1458. PMLR (2020)

5. Chen, Y., et al.: Pareto invariant risk minimization: Towards mitigating the optimization dilemma in out-of-distribution generalization. In: The Eleventh International Conference on Learning Representations (2023)

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1. FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

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