PixelVAE: A Latent Variable Model for Natural Images.
Ishaan GulrajaniKundan KumarFaruk AhmedAdrien Ali TaïgaFrancesco VisinDavid VázquezAaron C. CourvillePublished in: ICLR (Poster) (2017)
Keyphrases
- natural images
- latent variable models
- latent variables
- natural scenes
- multiscale
- higher order
- object recognition
- denoising
- real valued
- image patches
- input image
- hidden variables
- latent dirichlet allocation
- hidden markov models
- natural image statistics
- natural image patches
- statistics of natural images
- test images
- pairwise
- image statistics
- superpixels
- posterior distribution
- latent space
- em algorithm
- dimensionality reduction
- image processing
- random variables
- visual features