Deep semi-supervised learning with contrastive learning and partial label propagation for image data.
Yanglan GanHuichun ZhuWenjing GuoGuangwei XuGuobing ZouPublished in: Knowl. Based Syst. (2022)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- supervised learning
- learning problems
- labeled data
- labeled and unlabeled data
- unsupervised learning
- unlabeled data
- active learning
- graph based semi supervised learning
- co training
- semi supervised classification
- machine learning
- learning algorithm
- training data
- labeled instances
- semi supervised learning algorithms
- text categorization
- graph construction
- reinforcement learning
- multi view learning
- unlabeled samples
- learning tasks
- learning process
- transfer learning
- prior knowledge
- semi supervised learning methods
- labeled examples
- metric learning
- community detection
- knn
- probabilistic model
- label propagation algorithm