Bidirectional Uncertainty-Based Active Learning for Open Set Annotation.
Chen-Chen ZongYe-Wen WangKun-Peng NingHaibo YeSheng-Jun HuangPublished in: CoRR (2024)
Keyphrases
- active learning
- annotation effort
- random sampling
- learning algorithm
- machine learning
- learning strategies
- unlabeled data
- supervised learning
- selective sampling
- training set
- semi supervised
- metadata
- neural network
- inherent uncertainty
- experimental design
- uncertain data
- training examples
- labeled data
- relevance feedback
- search algorithm
- bayesian networks
- image classification
- data sets
- decision theory
- automatic image annotation
- feature selection
- pairwise