Hierarchical domain adaptation with local feature patterns

• Main Authors: Wen, Jun, Yuan, Junsong, Zheng, Qian, Liu, Risheng, Gong, Zhefeng, Zheng, Nenggan
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Domain Adaptation; Local Feature Patterns
• Online Access: https://hdl.handle.net/10356/164108
• Institution: 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...