Uncertainty-aware Sampling for Long-tailed Semi-supervised Learning.
Kuo YangDuo LiMenghan HuGuangtao ZhaiXiaokang YangXiao-Ping ZhangPublished in: CoRR (2024)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- semi supervised classification
- co training
- machine learning
- active learning
- manifold regularization
- improve the classification accuracy
- random sampling
- transfer learning
- label propagation
- regularization framework
- multi view semi supervised learning
- sample size
- learning models
- semi supervised learning methods
- training data
- text classification
- object recognition
- similarity measure
- prior knowledge
- pattern recognition
- learning environment
- semi supervised learning algorithms