Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data.
Kyungjune BaekHyunjung ShimPublished in: CVPR (2022)
Keyphrases
- synthetic data
- natural images
- natural scenes
- multiscale
- higher order
- image denoising
- real world
- object recognition
- denoising
- input image
- image patches
- data sets
- receptive fields
- sparse coding
- power spectrum
- real image data
- image statistics
- compressed sensing
- statistics of natural images
- scale invariant
- visual cortex
- natural image statistics
- test images
- natural image patches
- saliency map
- feature extraction
- database