Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation.
Sunandini SanyalAshish Ramayee AsokanSuvaansh BhambriAkshay R. KulkarniJogendra Nath KunduR. Venkatesh BabuPublished in: CoRR (2023)
Keyphrases
- domain adaptation
- target domain
- multiple sources
- cross domain
- source domain
- transfer learning
- labeled data
- semi supervised
- training data
- semi supervised learning
- sentiment classification
- manifold alignment
- test data
- source and target domains
- training samples
- document classification
- domain specific
- concept space
- machine learning
- knowledge transfer
- general purpose
- data sources
- transfer knowledge
- covariate shift
- learning tasks
- text classification
- supervised learning
- face recognition