A Probabilistic Contrastive Framework for Semi-Supervised Learning.
Huibin LinChun-Yang ZhangShiping WangWenzhong GuoPublished in: IEEE Trans. Multim. (2023)
Keyphrases
- semi supervised learning
- semi supervised
- manifold regularization
- unlabeled data
- probabilistic model
- labeled data
- multi view learning
- supervised learning
- discriminative models
- regularization framework
- unsupervised learning
- improve the classification accuracy
- boosting framework
- training data
- generative model
- active learning
- learning problems
- learning frameworks
- semi supervised classification
- graph based semi supervised learning
- machine learning
- multiple instance learning
- co training
- metric learning
- maximum likelihood
- knowledge discovery
- data points
- prior knowledge
- information retrieval