LaSSL: Label-Guided Self-Training for Semi-supervised Learning.
Zhen ZhaoLuping ZhouLei WangYinghuan ShiYang GaoPublished in: AAAI (2022)
Keyphrases
- semi supervised learning
- label propagation
- multi label classification
- co training
- semi supervised
- unlabeled data
- multi instance learning
- labeled data
- class labels
- supervised learning
- partially labeled
- semi supervised classification
- unsupervised learning
- manifold regularization
- unlabeled instances
- training data
- label information
- labeled examples
- abundant unlabeled data
- multi instance
- machine learning
- domain adaptation
- transfer learning
- multi label
- active learning
- learning models
- text categorization
- semi supervised learning algorithms
- pairwise
- semi supervised learning methods
- multi class
- graph based semi supervised learning
- graph construction
- similarity measure
- data sets