Self-supervised regression learning using domain knowledge: Applications to improving self-supervised denoising in imaging.
Il Yong ChunDongwon ParkXuehang ZhengSe Young ChunYong LongPublished in: CoRR (2022)
Keyphrases
- domain knowledge
- denoising
- reinforcement learning
- learning process
- prior knowledge
- online learning
- learning systems
- image processing
- learning tasks
- learning algorithm
- control knowledge
- inductive inference
- learning problems
- background knowledge
- supervised learning
- active learning
- knowledge acquisition
- super resolution
- domain experts
- mobile learning
- high resolution
- support vector regression
- multiresolution
- data sets
- locally weighted