Instance-Proxy Loss for Semi-supervised Learning with Coarse Labels.
Hongyan WuQinghai MiaoHaiyun GuoMin HuangJinqiao WangPublished in: PRCV (12) (2023)
Keyphrases
- semi supervised learning
- unlabeled instances
- label propagation
- unlabeled data
- semi supervised
- labeled examples
- labeled data
- multi label classification
- training data
- multi instance learning
- unlabeled examples
- unlabeled samples
- active learning
- partially labeled
- supervised learning
- semi supervised classification
- supervised classifiers
- labeled samples
- co training
- labeled instances
- training instances
- weakly labeled data
- unsupervised learning
- machine learning
- pairwise
- learning models
- text categorization
- training examples
- transfer learning
- multi label
- domain adaptation
- semi supervised learning algorithms
- semi supervised learning methods
- semi supervised clustering
- pairwise constraints
- multi instance
- class labels
- graph based semi supervised learning
- labeled and unlabeled data
- manifold regularization
- multiple instance learning
- learning tasks
- reinforcement learning
- information retrieval
- model selection
- graph construction
- data sets