Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation.
Alexandra CarlsonKatherine A. SkinnerRam VasudevanMatthew Johnson-RobersonPublished in: CoRR (2018)
Keyphrases
- domain adaptation
- transfer learning
- target domain
- cross domain
- labeled data
- manifold alignment
- source domain
- learning tasks
- input image
- knowledge transfer
- multiple sources
- transfer knowledge
- semi supervised learning
- multi task
- reinforcement learning
- feature representation
- unlabeled data
- training data
- learning algorithm
- semi supervised
- high resolution
- concept space
- document classification
- cross domain text classification
- text mining
- machine learning
- collaborative filtering
- active learning
- machine learning algorithms
- text categorization
- text classification
- principal component analysis
- co training
- training set
- e learning
- databases