Deep Defocus Map Estimation Using Domain Adaptation.
Junyong LeeSungkil LeeSunghyun ChoSeungyong LeePublished in: CVPR (2019)
Keyphrases
- domain adaptation
- map estimation
- maximum a posteriori
- maximum likelihood
- markov random field
- multiple sources
- labeled data
- noisy images
- em algorithm
- semi supervised
- cross domain
- semi supervised learning
- sentiment classification
- expectation maximization
- transfer learning
- cost function
- target domain
- co training
- unlabeled data
- image reconstruction
- high quality
- test data
- document classification
- training data
- data sets
- active learning
- data sources
- reinforcement learning
- text classification
- denoising
- feature extraction