A novel Parallel Cooperative Mean-Teacher framework (PCMT) combined with prediction uncertainty guide and class contrastive learning for semi-supervised polyp segmentation.
Yang XiaHaijiao YunPeiyu LiuMingjing LiPublished in: Expert Syst. Appl. (2024)
Keyphrases
- semi supervised
- cooperative
- learning process
- learning algorithm
- supervised learning
- inductive inference
- learning tasks
- learning frameworks
- active learning
- multi view learning
- class labels
- multi task
- reinforcement learning
- inference process
- labeled and unlabeled data
- learning mechanism
- prediction accuracy
- positive examples
- segmentation algorithm
- semi supervised learning
- teacher education
- unsupervised learning
- level set
- probabilistic model