Title | ||
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Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation |
Abstract | ||
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Domain adaptation, which transfers the knowledge from label-rich source domain to unlabeled target domains, is a challenging task in machine learning. The prior domain adaptation methods focus on pairwise adaptation assumption with a single source and a single target domain, while little work concerns the scenario of one source domain and multiple target domains. Applying pairwise adaptation metho... |
Year | DOI | Venue |
---|---|---|
2022 | 10.1109/TPAMI.2020.3026079 | IEEE Transactions on Pattern Analysis and Machine Intelligence |
Keywords | DocType | Volume |
Semantics,Feature extraction,Adaptation models,Training,Task analysis,Machine learning,Data models | Journal | 44 |
Issue | ISSN | Citations |
4 | 0162-8828 | 5 |
PageRank | References | Authors |
0.40 | 19 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Xu Yang | 1 | 45 | 8.16 |
Cheng Deng | 2 | 1283 | 85.48 |
Tongliang Liu | 3 | 902 | 47.13 |
Dacheng Tao | 4 | 19032 | 747.78 |