SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning.
Byoungjip KimJinho ChooYeong-Dae KwonSeongho JoeSeungjai MinYoungjune GwonPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- active learning
- supervised learning
- unsupervised learning
- semi supervised classification
- machine learning
- manifold regularization
- co training
- improve the classification accuracy
- learning problems
- training data
- semi supervised learning algorithms
- label propagation
- learning models
- domain adaptation
- labeled examples
- text classification
- labeled and unlabeled data
- semi supervised learning methods
- graph based semi supervised learning
- opinion detection
- graph construction
- regularization framework
- prior knowledge
- transductive support vector machine