TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation.
Fengyi ShenAkhil GurramAhmet Faruk TunaOnay UrfaliogluAlois C. KnollPublished in: CoRR (2021)
Keyphrases
- cross domain
- target domain
- domain adaptation
- source domain
- transfer learning
- knowledge transfer
- source and target domains
- multi domain
- learning algorithm
- learning tasks
- cross domain text classification
- labeled data
- active learning
- text categorization
- multiple sources
- learning process
- domain specific
- supervised learning
- information retrieval
- multiple domains
- training data
- case study
- previously learned
- data sets
- cross domain learning
- kernel machines
- reinforcement learning
- biologically inspired
- test data