Impact of ImageNet Model Selection on Domain Adaptation.
Youshan ZhangBrian D. DavisonPublished in: WACV Workshops (2020)
Keyphrases
- model selection
- domain adaptation
- covariate shift
- cross validation
- hyperparameters
- model selection criteria
- regression model
- cross domain
- multiple sources
- labeled data
- selection criterion
- target domain
- semi supervised
- transfer learning
- feature selection
- gaussian process
- sentiment classification
- machine learning
- co training
- semi supervised learning
- information criterion
- training data
- document classification
- test data
- unlabeled data