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cs.LG2022★ 123 cited
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain
Ren Chuan-Xian, Liu Yong-Hui, Zhang Xi-Wen +1
Multi-source domain adaptation (MDA) aims to transfer knowledge from multiple source domains to an unlabeled target domain. MDA is a challenging task due to the severe domain shift…
cs.LG2020
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment
You-Wei Luo, Chuan-Xian Ren, Pengfei Ge +2
Unsupervised domain adaptation is effective in leveraging the rich information from the source domain to the unsupervised target domain. Though deep learning and adversarial strate…