Metric learning for domain adversarial network

Haifeng HU , Yan YANG , Yueming YIN , Jiansheng WU

Front. Comput. Sci. ›› 2022, Vol. 16 ›› Issue (5) : 165341

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Front. Comput. Sci. ›› 2022, Vol. 16 ›› Issue (5) : 165341 DOI: 10.1007/s11704-022-1342-z
Artificial Intelligence
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Metric learning for domain adversarial network

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Haifeng HU, Yan YANG, Yueming YIN, Jiansheng WU. Metric learning for domain adversarial network. Front. Comput. Sci., 2022, 16(5): 165341 DOI:10.1007/s11704-022-1342-z

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Ajakan H, Germain P, Larochelle H, Laviolette F, Marchand M. Domain-adversarial neural networks. In: Proceedings of the NIPS 2014 Workshop on Transfer and Multitask learning: Theory Meets Practice. 2014

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Tzeng E, Hoffman J, Saenko K, Darrell T. Adversarial discriminative domain adaptation. In: Proceedings of 2017 IEEE Conference on Computer Vision and Pattern Recognition. 2017, 2962−2971

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Ben-David S , Blitzer J , Crammer K , Kulesza A , Pereira F , Vaughan J W . A theory of learning from different domains. Machine Learning, 2010, 79( 1): 151– 175

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Long M, Zhu H, Wang J, Jordan M I. Unsupervised domain adaptation with residual transfer networks. In: Proceedings of the 30th International Conference on Neural Information Processing Systems. 2016, 136– 144

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