A Survey on Deep Active Learning: Recent Advances and New Frontiers.
Dongyuan LiZhen WangYankai ChenRenhe JiangWeiping DingManabu OkumuraPublished in: CoRR (2024)
Keyphrases
- recent advances
- active learning
- researchers and practitioners
- learning algorithm
- semi supervised
- recent developments
- learning strategies
- random sampling
- training set
- experimental design
- labeled data
- selective sampling
- field of pattern recognition
- supervised learning
- machine learning
- cost sensitive
- learning process
- image and video data
- multimedia processing
- data management
- support vector machine
- feature selection
- active learning strategies
- cognitive neuroscience