Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables.
Friso H. KingmaPieter AbbeelJonathan HoPublished in: ICML (2019)
Keyphrases
- latent variables
- lossless compression
- predictive coding
- linear prediction
- inter frame
- significant bit
- lossless coding
- arithmetic coding
- lempel ziv
- jpeg ls
- probabilistic model
- compression ratio
- random variables
- coding method
- lossy compression
- image compression
- entropy coding
- quadtree
- prior knowledge
- compression algorithm
- integer wavelet transform
- motion estimation
- subband
- topic models
- compression scheme
- data compression
- coding scheme
- coding efficiency
- computer vision
- generative model
- shape coding
- machine learning