HoloGAN: Unsupervised learning of 3D representations from natural images.
Thu Nguyen-PhuocChuan LiLucas TheisChristian RichardtYong-Liang YangPublished in: CoRR (2019)
Keyphrases
- natural images
- unsupervised learning
- object recognition
- higher order
- natural scenes
- sparse coding
- image denoising
- visual patterns
- multiscale
- image patches
- deep belief networks
- statistics of natural images
- denoising
- supervised learning
- natural image statistics
- scale invariant
- input image
- test images
- image statistics
- deep learning
- higher level
- receptive fields
- saliency map
- natural image patches
- compressed sensing
- visual cortex
- dimensionality reduction
- power spectrum
- semi supervised
- low level vision tasks