Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation.
Lin ChenHuaian ChenZhixiang WeiXin JinXiao TanYi JinEnhong ChenPublished in: CoRR (2022)
Keyphrases
- domain adaptation
- co training
- training data
- test data
- labeled data
- multiple sources
- semi supervised
- cross domain
- semi supervised learning
- labeled training data
- unlabeled data
- training set
- decision trees
- transfer learning
- sufficient training data
- target domain
- text classification
- learning algorithm
- support vector
- multi view
- sentiment classification
- covariate shift
- manifold alignment
- training samples
- support vector machine
- feature selection
- information retrieval
- feature extraction
- feature representation
- pairwise
- single view
- recommender systems
- active learning
- supervised learning
- text mining
- general purpose