Multi-Resolution Active Learning of Fourier Neural Operators.
Shibo LiXin YuWei W. XingMike KirbyAkil NarayanShandian ZhePublished in: CoRR (2023)
Keyphrases
- multiresolution
- active learning
- translation invariant
- network architecture
- wavelet transform
- learning strategies
- semi supervised
- selective sampling
- fourier domain
- hierarchical representation
- neural network
- coarse to fine
- fourier transform
- learning algorithm
- image reconstruction
- wavelet domain
- fourier spectrum
- bio inspired
- training examples
- image fusion
- random sampling
- radon transform
- experimental design
- fourier series
- active learning strategies
- machine learning
- learning rules
- semi supervised learning
- supervised learning
- training set
- genetic algorithm
- neural model
- transfer learning
- wavelet coefficients
- biologically plausible
- fourier analysis
- denoising
- sample selection
- neural fuzzy
- series expansion
- imbalanced data classification