Diverse Teacher-Students for Deep Safe Semi-Supervised Learning under Class Mismatch.
Qikai WangRundong HeYongshun GongChunxiao RenHaoliang SunXiaoshui HuangYilong YinPublished in: CoRR (2024)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- learning process
- supervised learning
- unsupervised learning
- semi supervised classification
- machine learning
- learning problems
- training data
- active learning
- labeled samples
- label propagation
- manifold regularization
- learning experience
- semi supervised learning algorithms
- graph based semi supervised learning
- co training
- labeled and unlabeled data
- transfer learning
- learning styles
- learning environment
- learning models
- class labels
- labeled examples
- unlabeled samples
- data mining
- higher education
- improve the classification accuracy
- e learning
- label information
- face recognition
- text classification
- feature selection
- learning algorithm
- object classes