Class-Aware Pseudo-Labeling for Non-Random Missing Labels in Semi-Supervised Learning.
Qian GuiXinting WuBaoning NiuPublished in: Int. J. Semantic Comput. (2023)
Keyphrases
- semi supervised learning
- label propagation
- class labels
- semi supervised
- labeled data
- unlabeled data
- partially labeled
- labeled samples
- active learning
- unsupervised learning
- label information
- supervised learning
- unlabeled samples
- labeled examples
- training data
- semi supervised classification
- multi label classification
- unlabeled examples
- machine learning
- multi instance learning
- co training
- text categorization
- semi supervised learning algorithms
- graph based semi supervised learning
- learning problems
- unlabeled instances
- training examples
- multiple instance learning
- learning models
- labeled and unlabeled data
- missing data
- multi instance
- graph construction
- learning algorithm
- semi supervised learning methods
- supervised classifiers
- training set
- semantic segmentation
- pairwise constraints
- positive examples
- dimensionality reduction
- data points
- multi label
- transfer learning
- object recognition
- decision trees
- manifold regularization
- metric learning