Minor Constraint Disturbances for Deep Semi-supervised Learning.
Jielei ChuJing LiuHongjun WangZhiguo GongTianrui LiPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- label propagation
- unsupervised learning
- machine learning
- training data
- learning problems
- active learning
- semi supervised classification
- semi supervised learning algorithms
- pairwise constraints
- manifold regularization
- semi supervised learning methods
- learning models
- co training
- improve the classification accuracy
- graph based semi supervised learning
- transfer learning
- labeled examples
- model selection
- training examples
- similarity measure
- semi supervised clustering
- domain adaptation
- metric learning
- data sets
- pairwise
- pair wise constraints