FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence.
Kihyuk SohnDavid BerthelotNicholas CarliniZizhao ZhangHan ZhangColin RaffelEkin Dogus CubukAlexey KurakinChun-Liang LiPublished in: NeurIPS (2020)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- active learning
- supervised learning
- learning problems
- graph based semi supervised learning
- semi supervised classification
- co training
- training data
- machine learning
- manifold regularization
- semi supervised learning algorithms
- labeled examples
- label propagation
- high confidence
- information retrieval
- learning models
- regularization framework
- domain adaptation
- graph construction
- improve the classification accuracy
- computer vision
- semi supervised learning methods
- data mining
- knowledge discovery