methodology-11
Subdomain adaptation
3260 papers • 126 benchmarks • 313 datasets
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Deep Subdomain Adaptation Network for Image Classification
Jindong Wang, Jiang Bian, Yongchun Zhu, Fuzhen Zhuang, Guolin Ke, Jingwu Chen, Hui Xiong, Qing He•Sun May 03 2020
This work presents a deep subdomain adaptation network (DSAN) that learns a transfer network by aligning the relevant subdomain distributions of domain-specific layer activations across different domains based on a local maximum mean discrepancy (LMMD).
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