FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence.
Kihyuk SohnDavid BerthelotChun-Liang LiZizhao ZhangNicholas CarliniEkin D. CubukAlex KurakinHan ZhangColin RaffelPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- learning problems
- machine learning
- semi supervised classification
- active learning
- labeled examples
- co training
- training data
- label propagation
- manifold regularization
- improve the classification accuracy
- semi supervised learning methods
- real world
- graph based semi supervised learning
- text classification
- regularization framework
- learning models
- high confidence
- domain adaptation
- semi supervised learning algorithms
- feature extraction
- pairwise
- data points