NCMatch: Semi-supervised Learning with Noisy Labels via Noisy Sample Filter and Contrastive Learning.
Yuanbo SunCan GaoPublished in: PRCV (8) (2023)
Keyphrases
- semi supervised learning
- supervised learning
- learning problems
- semi supervised
- unsupervised learning
- active learning
- partially labeled
- label propagation
- labeled data
- training data
- weakly labeled data
- learning tasks
- learning process
- labeled examples
- co training
- covariate shift
- labeled and unlabeled data
- learning models
- labeled instances
- multi label classification
- partially labeled data
- domain adaptation
- prior knowledge
- transfer learning
- learning algorithm
- multi view learning
- unlabeled data
- graph transduction
- manifold regularization
- incremental learning
- multi instance learning
- semi supervised classification
- data mining
- training examples
- machine learning