An Information-Theoretic Approach to Transferability in Task Transfer Learning.
Yajie BaoYang LiShao-Lun HuangLin ZhangLizhong ZhengAmir Roshan ZamirLeonidas J. GuibasPublished in: ICIP (2019)
Keyphrases
- transfer learning
- learning tasks
- labeled data
- semi supervised learning
- structure learning
- cross domain
- knowledge transfer
- reinforcement learning
- machine learning
- active learning
- manifold alignment
- multi task
- text categorization
- text classification
- transfer knowledge
- collaborative filtering
- multi task learning
- machine learning algorithms
- transferring knowledge
- cross domain learning
- learning algorithm
- domain adaptation
- real world
- information retrieval
- neural network