Controller-Guided Partial Label Consistency Regularization with Unlabeled Data.
Qian-Wei WangBowen ZhaoMingyan ZhuTianxiang LiZimo LiuShu-Tao XiaPublished in: AAAI (2024)
Keyphrases
- unlabeled data
- partially labeled
- semi supervised learning
- labeled data
- semi supervised
- class labels
- multi view learning
- label propagation
- regularization framework
- manifold regularization
- multi label learning
- unlabeled instances
- label information
- co training
- labeling process
- active learning
- training data
- supervised learning
- labeled and unlabeled data
- semi supervised classification
- text classification
- labeling effort
- number of labeled examples
- multi label
- text categorization
- data points
- training set
- labeled examples
- unlabeled images
- learning algorithm
- training examples
- unsupervised learning
- labeled training data
- transfer learning
- domain adaptation
- transductive learning
- labeled instances
- dimensionality reduction
- learning problems