Towards deep neural network compression via learnable wavelet transforms.
Moritz WolterShaohui LinAngela YaoPublished in: CoRR (2020)
Keyphrases
- neural network
- wavelet transform
- image compression
- wavelet filters
- lossless image compression
- compression ratio
- back propagation
- data compression
- compression algorithm
- subband
- neural network model
- multiresolution
- compression scheme
- learning algorithm
- wavelet coefficients
- self organizing maps
- image coding
- wavelet domain
- genetic algorithm
- high frequency
- feature extraction
- multiscale
- pattern recognition
- artificial neural networks
- lossless compression
- wavelet transformation
- recurrent neural networks
- filter bank
- prediction model
- bp neural network
- neural nets
- fault diagnosis
- multi layer
- hypothesis space
- arithmetic coding
- neural network is trained