Towards Realizing the Value of Labeled Target Samples: A Two-Stage Approach for Semi-Supervised Domain Adaptation.
Mengqun JinKai LiShuyan LiChunming HeXiu LiPublished in: ICASSP (2023)
Keyphrases
- domain adaptation
- semi supervised
- unlabeled samples
- labeled data
- target domain
- semi supervised learning
- unlabeled data
- source domain
- labeled examples
- supervised learning
- labeled training data
- pairwise
- training samples
- transfer learning
- active learning
- co training
- training set
- training examples
- training data
- unsupervised learning
- transfer knowledge
- label information
- cross domain
- data sets
- class labels
- test data
- multiple sources
- test set
- covariate shift
- multi view
- general purpose
- feature extraction