Subdomain adaptation with manifolds discrepancy alignment

• المؤلفون الرئيسيون: Wei, Pengfei, Ke, Yiping, Qu, Xinghua, Leong, Tze-Yun
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Transfer Learning; Subdomain Alignment
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/149796

Reducing domain divergence is a key step in transfer learning. Existing works focus on the minimization of global domain divergence. However, two domains may consist of several shared subdomains, and differ from each other in each subdomain. In this paper, we take the local divergence of subdomains...