Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification.
Zhipeng LuoXiaobing ZhangShijian LuShuai YiPublished in: CoRR (2021)
Keyphrases
- domain adaptation
- cross domain
- transfer learning
- unsupervised learning
- target domain
- supervised learning
- source domain
- sufficient training data
- feature extraction
- machine learning
- semi supervised
- domain specific
- text classification
- pattern recognition
- co training
- decision trees
- machine learning algorithms
- support vector
- feature space
- training samples
- face recognition
- training examples
- feature selection
- data distribution
- prior knowledge
- semi supervised learning
- labeled data
- active learning