Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning.
Lihe YangZhen ZhaoLei QiYu QiaoYinghuan ShiHengshuang ZhaoPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- unsupervised learning
- class labels
- learning problems
- training data
- label propagation
- active learning
- manifold regularization
- improve the classification accuracy
- graph based semi supervised learning
- learning models
- co training
- labeled samples
- machine learning
- labeled examples
- semi supervised learning algorithms
- metric learning
- learning algorithm
- labeled and unlabeled data
- positive examples
- domain adaptation
- transfer learning
- pairwise
- semi supervised learning methods
- pattern recognition
- computer vision
- opinion detection