Deep Generative Models for Distribution-Preserving Lossy Compression.
Michael TschannenEirikur AgustssonMario LucicPublished in: CoRR (2018)
Keyphrases
- generative model
- lossy compression
- image quality
- probabilistic model
- lossless compression
- discriminative learning
- image compression
- bit rate
- bayesian framework
- compression ratio
- mixture model
- pattern matching
- discriminative models
- conditional random fields
- watermarking algorithm
- low bit rate
- gray level images
- data hiding
- hierarchical hidden markov models
- object categories
- prior knowledge
- sparse coding
- probability density function
- semi supervised
- deep belief networks
- gray level
- em algorithm
- object recognition
- high quality