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: CoRR (2019)
Keyphrases
- domain adaptation
- semi supervised
- labeled data
- supervised learning
- reproducing kernel hilbert space
- semi supervised learning
- unsupervised learning
- pos tagging
- manifold alignment
- unlabeled data
- co training
- multiple sources
- pairwise
- cross domain
- pos taggers
- regression model
- training data
- active learning
- model selection
- support vector
- label information
- covariate shift
- multi view
- decision trees
- feature selection
- learning tasks
- transfer learning
- training set
- machine learning
- databases
- data sets