Automatic Compression Ratio Allocation for Pruning Convolutional Neural Networks.
Yunfeng LiuHuihui KongPeihua YuPublished in: ICVISP (2019)
Keyphrases
- compression ratio
- convolutional neural networks
- image compression
- compression algorithm
- image quality
- compression scheme
- data compression
- video compression
- lossless compression
- compression rate
- reconstructed image
- convolutional network
- huffman coding
- compressed images
- coding method
- file size
- lower complexity
- multiscale
- lossy compression
- times faster
- compressed data
- optimal allocation
- arithmetic coding
- vector quantization
- wavelet transform
- feature space