SIDE: Self-supervised Intermediate Domain Exploration for Source-free Domain Adaptation.
Jiamei LiuHan SunYizhen JiaJie QinHuiyu ZhouNingzhong LiuPublished in: CoRR (2023)
Keyphrases
- domain adaptation
- target domain
- multiple sources
- source domain
- cross domain
- transfer learning
- labeled data
- semi supervised learning
- semi supervised
- training data
- domain specific
- sentiment classification
- source and target domains
- unlabeled data
- training samples
- data sets
- unsupervised learning
- test data
- concept space
- manifold alignment
- learning tasks
- document classification
- text classification
- knowledge management
- active learning
- prior knowledge
- training set
- reinforcement learning
- opinion detection
- machine learning