Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries.
Frederic JonskeMoon S. KimEnrico NascaJanis EversJohannes HauboldRené HoschFelix NensaMichael KampConstantin SeiboldJan EggerJens KleesiekPublished in: CoRR (2023)
Keyphrases
- transfer learning
- cross domain
- machine learning
- learning tasks
- knowledge transfer
- reinforcement learning
- transfer knowledge
- target domain
- artificial intelligence
- domain adaptation
- labeled data
- semi supervised learning
- machine learning algorithms
- active learning
- manifold alignment
- text classification
- multi task
- text categorization
- knowledge representation
- multi task learning
- collaborative filtering
- source domain
- expert systems
- learning algorithm
- databases
- case based reasoning
- learning process
- cross domain learning
- algorithmic information theory