Towards Semi-supervised Learning with Non-random Missing Labels.
Yue DuanZhen ZhaoLei QiLuping ZhouLei WangYinghuan ShiPublished in: ICCV (2023)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- unlabeled data
- labeled examples
- unlabeled examples
- multi instance learning
- training data
- labeled data
- multi label classification
- unlabeled samples
- partially labeled
- supervised learning
- semi supervised classification
- active learning
- machine learning
- unsupervised learning
- text categorization
- weakly labeled data
- supervised classifiers
- labeled samples
- class labels
- co training
- manifold regularization
- semi supervised learning algorithms
- training examples
- learning models
- pairwise constraints
- pairwise
- missing data
- semi supervised learning methods
- multi instance
- multi label
- incomplete data
- label information
- labeled instances
- transfer learning
- domain adaptation
- semi supervised clustering
- labeled and unlabeled data
- unlabeled instances
- graph based semi supervised learning
- graph construction
- training set
- feature selection