Time series domain adaptation via contrastive adversarial domain disentangled network

• Main Author: Huang, Xinyi
• Other Authors: Sinno Jialin Pan
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/168752
• Institution: Nanyang Technological University

Unsupervised domain adaptation is a machine learning framework to transform information learned from one or several source domains with many annotated samples to unlabeled target domains. A typical unsupervised domain adaptation method is typically designed base on visual data. Solutions on time se...