Domain consistency regularization for unsupervised multi-source domain adaptive classification

• Main Authors: Luo, Zhipeng, Zhang, Xiaobing, Lu, Shijian, Yi, Shuai
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Computer science and engineering; Domain Adaptation; Transfer Learning
• 在線閱讀: https://hdl.handle.net/10356/164101
• 機構: 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...