A locally weighted, correlated subdomain adaptive network employed to facilitate transfer learning

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Tuo Xu, Bing Han, Jie Li, Yuefan Du

Published: 01 Jan 2024, Last Modified: 13 Nov 2024Image Vis. Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•New Related Weighted Subdomain Adaptive Network (RWSAN) proposed.•RWSAN constructs related subdomain clusters in source domain.•RWSAN addresses issue of limited transfer data.•Method proposed to minimize feature distribution disparity.•Mitigates negative transfer from irrelevant subdomains.