Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs.
Huy Hoang NguyenSimo SaarakkalaMatthew B. BlaschkoAleksei TiulpinPublished in: CoRR (2020)
Keyphrases
- manifold regularization
- semi supervised
- computer assisted
- semi supervised learning
- semi supervised classification
- unlabeled data
- labeled data
- labeled and unlabeled data
- active learning
- x ray
- pairwise
- unsupervised learning
- dimension reduction
- multi view
- supervised learning
- gaussian process
- matrix completion
- low rank
- co training
- nonnegative matrix factorization
- pairwise constraints
- metric learning
- domain adaptation
- data dependent
- class labels
- image segmentation