Active Learning for Open-set Annotation.
Kun-Peng NingXun ZhaoYu LiSheng-Jun HuangPublished in: CVPR (2022)
Keyphrases
- active learning
- annotation effort
- learning strategies
- semi supervised
- supervised learning
- learning algorithm
- random sampling
- machine learning
- training set
- labeled data
- training examples
- experimental design
- unlabeled data
- sample selection
- cost sensitive
- selective sampling
- batch mode
- databases
- relevance feedback
- active learning strategies
- case study
- image annotation
- transfer learning
- training data
- semi supervised learning