Domain adaptation : methods and applications

• 主要作者: Wei, Pengfei
• 其他作者: Ke Yi Ping, Kelly
• 格式: Theses and Dissertations
• 語言: English
• 出版: 2019
• 主題: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/82943; http://hdl.handle.net/10220/47539

Conventional machine learning needs sufficient labeled data to achieve satisfactory generalization performance. Nonetheless, the acquiring of labeled data is expensive and time-consuming. Domain adaptation provides an efficient way to manage the data label scarcity. The objective of domain adaptatio...