Hardmix: A Regularization Method to Mitigate the Large Shift in Few-Shot Domain Adaptation.
Ziyun LiangYun GuJie YangPublished in: ICIP (2021)
Keyphrases
- domain adaptation
- regularization method
- image restoration
- regularization parameter
- cross domain
- multiple sources
- semi supervised
- inverse problems
- regularization framework
- partial differential equations
- video sequences
- semi supervised learning
- labeled data
- transfer learning
- target domain
- sentiment classification
- document classification
- test data
- unlabeled data
- training data
- data sets
- markov random field
- support vector
- co training
- multiscale
- similarity measure
- learning algorithm