Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring.
Nikhil Cherian KurianS. VarshaAbhijit PatilShashikant KhadeAmit SethiPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- histopathology images
- semi supervised
- unlabeled data
- labeled data
- active learning
- unsupervised learning
- supervised learning
- machine learning
- semi supervised classification
- learning problems
- co training
- label propagation
- improve the classification accuracy
- manifold regularization
- semi supervised learning methods
- learning models
- transfer learning
- labeled examples
- labeled training data
- graph construction
- training data
- graph based semi supervised learning
- e learning
- labeled and unlabeled data
- domain adaptation
- metric learning