Towards Realizing the Value of Labeled Target Samples: a Two-Stage Approach for Semi-Supervised Domain Adaptation.
mengqun JinKai LiShuyan LiChunming HeXiu LiPublished in: CoRR (2023)
Keyphrases
- domain adaptation
- semi supervised
- unlabeled samples
- labeled data
- target domain
- semi supervised learning
- labeled examples
- unlabeled data
- source domain
- supervised learning
- labeled training data
- training samples
- unsupervised learning
- training data
- transfer learning
- co training
- active learning
- multi view
- training set
- training examples
- pairwise
- data sets
- data mining
- training and test data
- labeled and unlabeled data
- transfer knowledge
- cross domain
- label information
- test data
- class labels
- domain specific
- knowledge discovery
- covariate shift
- multiple sources
- facial expressions