HoloGAN: Unsupervised Learning of 3D Representations From Natural Images.
Thu Nguyen-PhuocChuan LiLucas TheisChristian RichardtYong-Liang YangPublished in: ICCV (2019)
Keyphrases
- natural images
- unsupervised learning
- object recognition
- multiscale
- natural scenes
- higher order
- sparse coding
- image denoising
- deep belief networks
- input image
- denoising
- image patches
- visual patterns
- supervised learning
- statistics of natural images
- scale invariant
- test images
- natural image patches
- power spectrum
- text classification
- semi supervised
- receptive fields
- deep learning
- image statistics
- feature selection
- visual cortex
- higher level
- model selection
- saliency map
- image quality assessment
- compressed sensing
- expectation maximization
- natural image statistics
- dimensionality reduction
- bayesian networks
- computer vision
- low level vision tasks