ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring.
David BerthelotNicholas CarliniEkin D. CubukAlex KurakinKihyuk SohnHan ZhangColin RaffelPublished in: ICLR (2020)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- unsupervised learning
- manifold regularization
- learning problems
- machine learning
- active learning
- co training
- labeled examples
- improve the classification accuracy
- training data
- label propagation
- learning models
- domain adaptation
- labeled and unlabeled data
- regularization framework
- semi supervised learning algorithms
- semi supervised learning methods
- training and test data
- labeled training data
- data sets
- object recognition
- graph based semi supervised learning
- dirichlet process mixture models
- data points
- graph transduction
- unlabeled samples
- clustering algorithm
- decision trees
- transfer learning
- pairwise
- multi view
- text classification