Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks.
Efstratios GavvesThomas MensinkTatiana TommasiCees G. M. SnoekTinne TuytelaarsPublished in: ICCV (2015)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- labeled data
- multi task
- cross domain
- machine learning
- multi task learning
- reinforcement learning
- active learning
- hierarchical bayesian model
- transferring knowledge
- transfer knowledge
- text categorization
- semi supervised learning
- domain adaptation
- manifold alignment
- unlabeled data
- text classification
- collaborative filtering
- standard learning algorithms
- machine learning algorithms
- training data
- cross domain learning
- solve complex tasks
- text mining
- bayesian networks
- decision trees