Hierarchical domain adaptation with local feature patterns

• المؤلفون الرئيسيون: Wen, Jun, Yuan, Junsong, Zheng, Qian, Liu, Risheng, Gong, Zhefeng, Zheng, Nenggan
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Electrical and electronic engineering; Domain Adaptation; Local Feature Patterns
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/164108
• المؤسسة: Nanyang Technological University

Domain adaptation is proposed to generalize learning machines and address performance degradation of models that are trained from one specific source domain but applied to novel target domains. Existing domain adaptation methods focus on transferring holistic features whose discriminability is gener...