Integrating Active Learning and Transfer Learning for Carotid Intima-Media Thickness Video Interpretation.
Zongwei ZhouJae Y. ShinRuibin FengR. Todd HurstChristopher B. KendallJianming LiangPublished in: J. Digit. Imaging (2019)
Keyphrases
- transfer learning
- active learning
- multimedia
- carotid artery
- learning tasks
- labeled data
- knowledge transfer
- video data
- machine learning
- video sequences
- reinforcement learning
- text classification
- video content
- domain adaptation
- learning algorithm
- manifold alignment
- cross domain
- target domain
- text categorization
- labeled examples
- learning problems
- unlabeled data
- ultrasound images
- multi task
- transfer knowledge
- transferring knowledge
- training examples
- semi supervised learning
- collaborative filtering
- supervised learning
- semi supervised
- training data