Cross-Domain Transfer is a transfer learning paradigm in which knowledge is transferred from a source domain to a target domain that differs in data distribution, feature space, or underlying context, thereby enabling learning in the target domain despite domain discrepancies.
930
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96.4K
Citations
3K
Authors
737
Institutions
Publications per year
2017–2026
734
Parents
Publications
930
Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations
A Comprehensive Survey on Transfer Learning
Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan et al. · Proceedings of the IEEE · 2020 · 6.2K citations
Transfer Feature Learning with Joint Distribution Adaptation
Mingsheng Long, Jianmin Wang, Guiguang Ding et al. · 2013 · 2K citations
Moment Matching for Multi-Source Domain Adaptation
Xingchao Peng, Qinxun Bai, Xide Xia et al. · 2019 · 1.6K citations
Conditional Adversarial Domain Adaptation
Mingsheng Long, Zhangjie Cao, Jianmin Wang et al. · arXiv (Cornell University) · 2017 · 1.4K citations · Full text
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Authors
3K
- QYQiang Yang
Hong Kong University of Science and Technology, Hong Kong SAR China
21 publications · 25.3K citations
20
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- JW
18
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- ML
18
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- ZD
15
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- JLJingjing Li
University of Electronic Science and Technology of China, China
13 publications · 1.3K citations
13
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Institutions
737
Chinese Academy of Sciences
Beijing, China
31 h-index
113 publications
50.2K citations
Nanyang Technological University
Singapore, Singapore
26 h-index
87 publications
7.3K citations
Hong Kong University of Science and Technology
Hong Kong, Hong Kong
24 h-index
52 publications
50.8K citations
Tsinghua University
Beijing, China
24 h-index
100 publications
20.9K citations
University of Chinese Academy of Sciences
Beijing, China
21 h-index
68 publications
44K citations
University of Electronic Science and Technology of China
Chengdu, China
20 h-index
81 publications
6.9K citations
Shanghai Jiao Tong University
Shanghai, China
17 h-index
64 publications
4.7K citations
Institute of Computing Technology
Beijing, China
17 h-index
56 publications
46.6K citations
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Venues
- arXiv (Cornell University)
Repository · 107 publications · 9K citations
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- Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 33 publications · 2.8K citations
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- IEEE Transactions on Image Processing
29 publications · 2.5K citations
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- IEEE Transactions on Multimedia
18 publications · 911 citations
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- IEEE Transactions on Cybernetics
16 publications · 668 citations
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