BAL: Balancing Diversity and Novelty for Active Learning.
Jingyao LiPengguang ChenShaozuo YuShu LiuJiaya JiaPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2024)
Keyphrases
- active learning
- search result diversification
- random sampling
- selective sampling
- learning algorithm
- learning strategies
- online learning
- training examples
- supervised learning
- novelty detection
- experimental design
- labeled data
- batch mode active learning
- generalization error
- training set
- batch mode
- semi supervised
- unlabeled data
- cost sensitive
- real world
- annotation effort
- semi supervised learning
- pool based active learning