Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation.
Suho LeeSeungwon SeoJihyo KimYejin LeeSangheum HwangPublished in: CoRR (2023)
Keyphrases
- domain adaptation
- fine tuning
- multiple sources
- target domain
- source domain
- transfer learning
- cross domain
- training data
- fine tuned
- labeled data
- test data
- semi supervised
- semi supervised learning
- source and target domains
- co training
- sentiment classification
- video sequences
- covariate shift
- multi view
- data sets
- document classification
- single view
- domain specific
- data mining
- training samples
- unlabeled data
- knowledge transfer
- pairwise
- feature extraction