SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning.
Hao ChenRan TaoYue FanYidong WangJindong WangBernt SchieleXing XieBhiksha RajMarios SavvidesPublished in: ICLR (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- supervised learning
- learning problems
- machine learning
- unsupervised learning
- training data
- manifold regularization
- active learning
- co training
- graph based semi supervised learning
- labeled and unlabeled data
- labeled examples
- label propagation
- semi supervised learning algorithms
- domain adaptation
- multi view
- regularization framework
- improve the classification accuracy
- multi view learning
- learning models
- transfer learning
- graph construction
- semi supervised learning methods
- computer vision
- data sets