Few-shot learning based on enhanced pseudo-labels and graded pseudo-labeled data selection.
Kang WangXuesong WangYuhu ChengPublished in: Int. J. Mach. Learn. Cybern. (2023)
Keyphrases
- labeled data
- supervised learning
- learning algorithm
- active learning
- labeled and unlabeled data
- semi supervised
- semi supervised learning
- unlabeled data
- labeled instances
- training data
- prior knowledge
- domain adaptation
- multi label learning
- learning process
- labeling effort
- partially labeled data
- co training
- class labels
- training examples
- transfer learning
- supervised learning algorithms
- label propagation
- semi supervised classification
- text classification
- training set
- learning tasks
- learning problems
- pairwise
- sample selection bias
- unlabeled instances
- labeled training data
- machine learning
- decision trees
- active learner
- reinforcement learning
- labeling process
- partially labeled
- unlabeled images
- data points
- inductive inference
- learning models
- background knowledge