Certainty driven consistency loss on multi-teacher networks for semi-supervised learning.
Lu LiuRobby T. TanPublished in: Pattern Recognit. (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- machine learning
- semi supervised classification
- training data
- active learning
- manifold regularization
- label propagation
- learning process
- graph based semi supervised learning
- social networks
- co training
- learning models
- semi supervised learning algorithms
- learning problems
- labeled examples
- improve the classification accuracy
- transfer learning
- semi supervised learning methods
- opinion detection
- multi view learning
- labeled and unlabeled data
- community detection
- complex networks
- network structure
- class labels
- dimensionality reduction
- pairwise
- pattern recognition
- feature extraction
- learning algorithm