Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization.
Yoonsik KimJae Woong SohGu Yong ParkNam Ik ChoPublished in: CoRR (2020)
Keyphrases
- transfer learning
- denoising
- spatially adaptive
- denoising algorithm
- gaussian noise
- learning tasks
- denoising methods
- image denoising
- knowledge transfer
- noise suppression
- machine learning
- reinforcement learning
- labeled data
- active learning
- cross domain
- noisy images
- real world
- semi supervised learning
- domain adaptation
- total variation
- manifold alignment
- collaborative filtering
- noise level
- transfer knowledge
- image processing
- multi task learning
- target domain
- noise reduction
- image restoration
- transferring knowledge
- text mining
- gaussian processes
- natural language
- learning environment
- learning algorithm
- text classification
- cross domain learning