Weightless: Lossy Weight Encoding For Deep Neural Network Compression.
Brandon ReagenUdit GuptaRobert AdolfMichael M. MitzenmacherAlexander M. RushGu-Yeon WeiDavid M. BrooksPublished in: CoRR (2017)
Keyphrases
- neural network
- run length encoding
- data compression
- arithmetic coding
- compression scheme
- lossless coding
- high compression ratio
- image compression
- lossy compression
- compression ratio
- run length
- lossless compression
- predictive coding
- compression algorithm
- image quality
- variable length
- wavelet compression
- weight update
- back propagation
- artificial neural networks
- fractal image compression
- neural nets
- compressed data
- complexity reduction
- coding method
- neural network is trained
- chain code
- neural network model
- image coding
- genetic algorithm
- compression rate
- image coding algorithm
- entropy coding
- efficient compression
- bitstream
- self organizing maps
- compressed pattern matching
- lempel ziv
- block coding
- high compression
- bit plane
- video compression
- multi layer
- recurrent neural networks
- fault diagnosis
- video sequences