Synchronous Weight Quantization-Compression for Low-Bit Quantized Neural Network.
Yuzhong JiaoSha LiXiao HuoYiu Kei LiPublished in: IJCNN (2021)
Keyphrases
- neural network
- uniform quantization
- compression scheme
- adaptive quantization
- quantization scheme
- lookup table
- compression ratio
- quantization noise
- image compression
- lossy image compression
- efficient compression
- compression algorithm
- data compression
- artificial neural networks
- transform coefficients
- back propagation
- subband
- weight update
- neural network model
- transform coding
- vocabulary tree
- entropy coding
- neural network is trained
- huffman coding
- block coding
- bitstream
- coding scheme
- jpeg images
- bits per pixel
- rate distortion
- adaptive arithmetic coding