CLAF: Contrastive Learning with Augmented Features for Imbalanced Semi-Supervised Learning.
Bowen TaoLan LiXin-Chun LiDe-Chuan ZhanPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- supervised learning
- learning problems
- learning models
- supervised learning algorithms
- unsupervised learning
- labeled and unlabeled data
- active learning
- semi supervised
- co training
- unlabeled data
- labeled data
- boosting framework
- learning process
- multi view learning
- semi supervised classification
- learning algorithm
- graph based semi supervised learning
- learning tasks
- machine learning
- generative model
- graph transduction
- label propagation
- discriminative models
- prior knowledge
- semi supervised learning algorithms
- covariate shift
- labeled examples
- weakly supervised
- class labels
- support vector machine
- training data
- manifold regularization