PixelVAE: A Latent Variable Model for Natural Images.
Ishaan GulrajaniKundan KumarFaruk AhmedAdrien Ali TaïgaFrancesco VisinDavid VázquezAaron C. CourvillePublished in: CoRR (2016)
Keyphrases
- natural images
- latent variable models
- latent variables
- natural scenes
- higher order
- multiscale
- real valued
- input image
- denoising
- image patches
- object recognition
- hidden markov models
- statistics of natural images
- latent dirichlet allocation
- natural image statistics
- hidden variables
- test images
- topic models
- superpixels
- image statistics
- probabilistic model
- random variables
- image representation
- feature space