ConMatch: Semi-supervised Learning with Confidence-Guided Consistency Regularization.
Jiwon KimYoungjo MinDaehwan KimGyuseong LeeJunyoung SeoKwangrok RyooSeungryong KimPublished in: ECCV (30) (2022)
Keyphrases
- semi supervised learning
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- labeled data
- multi view learning
- semi supervised classification
- supervised learning
- machine learning
- learning problems
- co training
- active learning
- training data
- unsupervised learning
- label propagation
- kernel machines
- graph based semi supervised learning
- labeled and unlabeled data
- improve the classification accuracy
- learning models
- high confidence
- unlabeled samples
- multi view
- semi supervised learning algorithms
- data dependent
- transfer learning
- graph laplacian
- data sets
- metric learning