Informative pairs mining based adaptive metric learning for adversarial domain adaptation.
Mengzhu WangPaul LiLi ShenYe WangShanshan WangWei WangXiang ZhangJunyang ChenZhigang LuoPublished in: Neural Networks (2022)
Keyphrases
- domain adaptation
- metric learning
- semi supervised
- pairwise
- labeled data
- semi supervised learning
- learning tasks
- transfer learning
- distance metric
- multi task
- unlabeled data
- multiple sources
- dimensionality reduction
- cross domain
- kernel matrix
- feature space
- co training
- document classification
- neural network
- data mining
- sentiment classification
- background knowledge
- text mining
- nearest neighbor
- active learning
- training examples
- k nearest neighbor
- text classification
- knowledge transfer
- target domain
- face recognition
- decision trees