Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification.
Zhenyu WangYa-Li LiYe GuoShengjin WangPublished in: NeurIPS (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- machine learning
- unsupervised learning
- co training
- manifold regularization
- learning problems
- active learning
- missing data
- transfer learning
- label propagation
- labeled and unlabeled data
- labeled examples
- training data
- graph based semi supervised learning
- semi supervised learning algorithms
- domain adaptation
- pairwise
- improve the classification accuracy
- input image
- knowledge discovery
- metric learning
- object recognition
- text classification
- graph construction
- unlabeled samples
- regularization framework
- semi supervised learning methods
- feature extraction
- real world