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