Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding.
Yangjun RuanKaren UllrichDaniel SeveroJames TownsendAshish KhistiArnaud DoucetAlireza MakhzaniChris J. MaddisonPublished in: ICML (2021)
Keyphrases
- monte carlo
- compression rate
- lossless compression
- compression ratio
- lossy compression
- index table
- inter frame
- image compression
- coding method
- high compression
- data embedding
- markov chain
- monte carlo simulation
- coding scheme
- video compression
- compression algorithm
- visual quality
- quadtree
- compression scheme
- compressed images
- particle filter
- video sequences
- storage requirements
- bit rate
- image quality
- monte carlo tree search
- motion estimation
- image processing
- data compression
- pattern matching
- locally adaptive
- wavelet transform