Automatic microscopic cell counting by use of unsupervised adversarial domain adaptation and supervised density regression.
Shenghua HeKyaw Thu MinnLilianna Solnica-KrezelHua LiMark A. AnastasioPublished in: Medical Imaging: Digital Pathology (2019)
Keyphrases
- domain adaptation
- semi supervised
- labeled data
- reproducing kernel hilbert space
- unsupervised learning
- supervised learning
- semi supervised learning
- unlabeled data
- manifold alignment
- cross domain
- pos tagging
- multi view
- co training
- active learning
- multiple sources
- pairwise
- regression model
- pos taggers
- transfer learning
- learning algorithm
- target domain
- model selection
- gaussian process
- sentiment classification
- support vector
- feature selection
- covariate shift
- single view
- test data
- error rate
- databases