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: IEEE Trans. Medical Imaging (2020)
Keyphrases
- manifold regularization
- semi supervised
- computer assisted
- semi supervised learning
- semi supervised classification
- labeled data
- unlabeled data
- pairwise
- multi view
- unsupervised learning
- active learning
- x ray
- matrix completion
- labeled and unlabeled data
- dimension reduction
- pairwise constraints
- supervised learning
- data dependent
- co training
- nonnegative matrix factorization
- domain adaptation
- metric learning
- nearest neighbor
- transfer learning
- collaborative filtering
- image segmentation