Patch-Mixing Contrastive Regularization for Few-Label Semi-Supervised Learning.
Xiaochang HuXin XuYujun ZengXihong YangPublished in: IEEE Trans. Artif. Intell. (2024)
Keyphrases
- semi supervised learning
- regularization framework
- label propagation
- manifold regularization
- multi label classification
- semi supervised
- unlabeled data
- multi instance learning
- labeled data
- multi view learning
- semi supervised classification
- partially labeled
- supervised learning
- machine learning
- class labels
- multi label
- image patches
- unlabeled instances
- text categorization
- training data
- unsupervised learning
- co training
- label information
- active learning
- graph construction
- learning models
- semi supervised learning methods
- semi supervised learning algorithms
- learning problems
- labeled and unlabeled data
- graph laplacian
- multi instance
- data points
- graph based semi supervised learning
- labeled examples
- multi view
- text mining
- metric learning
- data dependent