DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision.
Erik WallinLennart SvenssonFredrik KahlLars HammarstrandPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- active learning
- labeled data
- semi supervised classification
- supervised learning
- learning problems
- training data
- machine learning
- unsupervised learning
- manifold regularization
- semi supervised learning algorithms
- transfer learning
- labeled examples
- domain adaptation
- improve the classification accuracy
- graph based semi supervised learning
- semi supervised learning methods
- regularization framework
- learning models
- label propagation
- labeled and unlabeled data
- co training
- graph construction
- data sets
- multi view
- probabilistic model
- transductive support vector machine