DCRP: Class-Aware Feature Diffusion Constraint and Reliable Pseudo-Labeling for Imbalanced Semi-Supervised Learning.
Xiaoyu GuoWei XiangShunli ZhangWei LuWeiwei XingPublished in: IEEE Trans. Multim. (2024)
Keyphrases
- semi supervised learning
- semi supervised
- label propagation
- unlabeled data
- active learning
- unsupervised learning
- labeled data
- supervised learning
- semi supervised classification
- class labels
- machine learning
- training data
- manifold regularization
- graph based semi supervised learning
- co training
- learning problems
- transfer learning
- labeled examples
- class imbalance
- feature vectors
- pairwise constraints
- multi class
- partially labeled
- semi supervised clustering
- class distribution
- binary classification problems
- label information
- semi supervised learning algorithms
- object recognition
- positive examples
- learning process
- high dimensional
- feature set
- random sampling
- graph construction
- unlabeled samples
- data points
- decision trees
- learning algorithm