Few-shot domain adaptation through compensation-guided progressive alignment and bias reduction.
Junyuan ShangChang NiuJunchu HuangZhiheng ZhouJunmei YangShiting XuLiu YangPublished in: Appl. Intell. (2022)
Keyphrases
- domain adaptation
- manifold alignment
- cross domain
- labeled data
- multiple sources
- semi supervised
- sentiment classification
- target domain
- transfer learning
- document classification
- video sequences
- unlabeled data
- covariate shift
- text categorization
- natural language processing
- machine learning algorithms
- semi supervised learning
- knowledge discovery
- data analysis
- data sets