SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification.
Md Junaid MahmoodPranaw RajDivyansh AgarwalSuruchi KumariPravendra SinghPublished in: CoRR (2023)
Keyphrases
- image classification
- semi supervised
- label propagation
- active learning
- unsupervised learning
- semi supervised learning
- word alignment
- labeled data
- unlabeled data
- bag of words
- image representation
- partially labeled
- feature extraction
- semi supervised classification
- multi label
- image features
- supervised learning
- pairwise
- multi view
- medical imaging
- visual words
- medical domain
- image segmentation
- medical diagnosis
- medical data
- co training
- labeling process
- image alignment
- labeled examples
- metric learning
- sparse coding
- class specific
- subspace learning
- pairwise constraints
- image processing
- dynamic time warping
- label information
- medical knowledge
- sparse representation
- computer vision
- machine learning