Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain.
Piyapat SaranrittichaiChaithanya Kumar MummadiClaudia BlaiottaMauricio MunozVolker FischerPublished in: CoRR (2022)
Keyphrases
- domain adaptation
- source domain
- target domain
- cross domain
- transfer learning
- labeled data
- domain specific
- learning algorithm
- semi supervised
- learning process
- training data
- data distribution
- multiple sources
- supervised learning
- nearest neighbor
- semi supervised learning
- training samples
- test data
- learning tasks
- knowledge transfer
- pairwise
- reinforcement learning
- machine learning
- sentiment classification