IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization.
Zekun LiLei QiYinghuan ShiYang GaoPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- robust regression
- semi supervised
- random sample consensus
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- machine learning
- training data
- semi supervised classification
- active learning
- robust estimation
- manifold regularization
- learning models
- co training
- data points
- missing data
- label propagation
- improve the classification accuracy
- regularization framework
- labeled examples
- pairwise
- pattern recognition
- graph based semi supervised learning
- labeled and unlabeled data
- domain adaptation
- metric learning