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