Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers.
Guangyu RenMichalis LazarouJing YuanTania StathakiPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- co training
- semi supervised classification
- manifold regularization
- segmentation algorithm
- machine learning
- active learning
- segmentation method
- level set
- semi supervised learning methods
- regularization framework
- training data
- image segmentation
- label propagation
- semi supervised learning algorithms
- improve the classification accuracy
- domain adaptation
- medical images
- object segmentation
- data mining
- learning models
- transfer learning
- data sets