Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation.
Xinyang ChenSinan WangMingsheng LongJianmin WangPublished in: ICML (2019)
Keyphrases
- domain adaptation
- spatial frequency
- cross domain
- multiple sources
- semi supervised
- transfer learning
- semi supervised learning
- sentiment classification
- target domain
- labeled data
- unlabeled data
- document classification
- data sets
- multi task
- co training
- manifold alignment
- covariate shift
- knowledge transfer
- text categorization
- feature space
- decision trees
- information retrieval
- databases