Certainty-Driven Consistency Loss for Semi-supervised Learning.
Yingting LiLu LiuRobby T. TanPublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- machine learning
- training data
- active learning
- co training
- semi supervised classification
- label propagation
- graph based semi supervised learning
- learning problems
- manifold regularization
- semi supervised learning algorithms
- semi supervised learning methods
- improve the classification accuracy
- transfer learning
- regularization framework
- information retrieval
- domain adaptation
- labeled examples
- class labels
- learning models
- data sets
- text classification
- reinforcement learning
- clustering algorithm
- real world