ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency Regularization.
Jiwon KimYoungjo MinDaehwan KimGyuseong LeeJunyoung SeoKwangrok RyooSeungryong KimPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- labeled data
- multi view learning
- machine learning
- supervised learning
- semi supervised classification
- active learning
- labeled and unlabeled data
- training data
- unsupervised learning
- label propagation
- high confidence
- graph laplacian
- co training
- kernel machines
- learning models
- learning problems
- semi supervised learning methods
- domain adaptation
- transfer learning
- multi view
- dimension reduction
- prior knowledge
- reinforcement learning
- learning algorithm