A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification.
Jong-Chyi SuZezhou ChengSubhransu MajiPublished in: CVPR (2021)
Keyphrases
- fine grained
- semi supervised learning
- supervised learning
- improve the classification accuracy
- semi supervised classification
- semi supervised
- co training
- coarse grained
- unlabeled data
- semi supervised learning algorithms
- machine learning
- labeled and unlabeled data
- transductive support vector machine
- unsupervised learning
- labeled data
- unlabeled samples
- access control
- classification accuracy
- text classification
- text categorization
- training data
- transfer learning
- manifold regularization
- label propagation
- pattern recognition
- graph based semi supervised learning
- active learning
- feature selection
- data lineage
- training set
- label information
- learning tasks
- class labels
- decision trees
- labeled instances
- classification models
- text mining