IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization.
Zekun LiLei QiYinghuan ShiYang GaoPublished in: ICCV (2023)
Keyphrases
- semi supervised learning
- robust regression
- semi supervised
- random sample consensus
- unlabeled data
- supervised learning
- labeled data
- semi supervised classification
- active learning
- machine learning
- unsupervised learning
- robust estimation
- co training
- training data
- graph based semi supervised learning
- labeled examples
- semi supervised learning algorithms
- manifold regularization
- learning models
- missing data
- transfer learning
- semi supervised learning methods
- data points
- label propagation
- graph construction
- improve the classification accuracy
- least squares
- learning process
- pairwise
- transductive support vector machine