Contrastive Regularization for Semi-Supervised Learning.
Doyup LeeSungwoong KimIldoo KimYeongjae CheonMinsu ChoWook-Shin HanPublished in: CVPR Workshops (2022)
Keyphrases
- semi supervised learning
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- multi view learning
- labeled data
- supervised learning
- co training
- machine learning
- kernel machines
- semi supervised classification
- unsupervised learning
- graph laplacian
- learning problems
- training data
- label propagation
- learning models
- multi view
- labeled and unlabeled data
- transfer learning
- data dependent
- graph construction
- natural language processing
- active learning
- improve the classification accuracy
- semi supervised learning methods
- domain adaptation
- metric learning
- semi supervised clustering
- training set
- semi supervised learning algorithms