OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization.
Kuniaki SaitoDonghyun KimKate SaenkoPublished in: NeurIPS (2021)
Keyphrases
- semi supervised learning
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- multi view learning
- labeled data
- machine learning
- label propagation
- supervised learning
- semi supervised classification
- active learning
- unsupervised learning
- co training
- transfer learning
- learning problems
- training data
- graph based semi supervised learning
- labeled and unlabeled data
- multi view
- domain adaptation
- graph laplacian
- learning models
- data dependent
- improve the classification accuracy
- graph construction
- unlabeled samples
- metric learning
- dimension reduction