DivideMix: Learning with Noisy Labels as Semi-supervised Learning.
Junnan LiRichard SocherSteven C. H. HoiPublished in: ICLR (2020)
Keyphrases
- semi supervised learning
- supervised learning
- learning problems
- active learning
- unsupervised learning
- partially labeled
- unlabeled data
- labeled data
- semi supervised
- weakly labeled data
- labeled and unlabeled data
- learning algorithm
- co training
- machine learning
- labeled instances
- learning tasks
- training data
- label propagation
- class labels
- domain adaptation
- graph transduction
- covariate shift
- incremental learning
- text categorization
- boosting framework
- learning process
- multiple instance learning
- natural language processing
- feature extraction
- metric learning
- supervised learning algorithms
- multi instance learning
- semi supervised learning methods
- manifold regularization
- training set
- pairwise