Evaluating Lossy Compression Rates of Deep Generative Models.
Sicong HuangAlireza MakhzaniYanshuai CaoRoger B. GrossePublished in: CoRR (2020)
Keyphrases
- generative model
- compression rate
- lossless compression
- lossy compression
- compression ratio
- data compression
- probabilistic model
- high compression
- discriminative learning
- storage requirements
- discriminative models
- deep belief networks
- prior knowledge
- image quality
- video compression
- image compression
- hierarchical hidden markov models
- visual quality
- conditional random fields
- sparse coding
- em algorithm
- semi supervised
- compressed images
- expectation maximization
- data hiding
- high frequency
- action recognition