Active Learning for Effectively Fine-Tuning Transfer Learning to Downstream Task.
Md. Abul BasharRichi NayakPublished in: ACM Trans. Intell. Syst. Technol. (2021)
Keyphrases
- transfer learning
- fine tuning
- active learning
- learning tasks
- labeled data
- knowledge transfer
- cross domain
- machine learning
- reinforcement learning
- semi supervised learning
- domain adaptation
- transfer knowledge
- learning algorithm
- semi supervised
- training examples
- manifold alignment
- machine learning algorithms
- multi task
- unlabeled data
- text classification
- collaborative filtering
- multi task learning
- training set
- learning process
- fine tuned
- training data
- transferring knowledge
- cross domain learning