Domain consistency regularization for unsupervised multi-source domain adaptive classification

• Main Authors: Luo, Zhipeng, Zhang, Xiaobing, Lu, Shijian, Yi, Shuai
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Domain Adaptation; Transfer Learning
• Online Access: https://hdl.handle.net/10356/164101
• Institution: Nanyang Technological University

Deep learning-based multi-source unsupervised domain adaptation (MUDA) has been actively studied in recent years. Compared with single-source unsupervised domain adaptation (SUDA), domain shift in MUDA exists not only between the source and target domains but also among multiple source domains. Most...