Pyramid Vector Quantization and Bit Level Sparsity in Weights for Efficient Neural Networks Inference.
Vincenzo LiguoriPublished in: CoRR (2019)
Keyphrases
- vector quantization
- neural network
- image compression
- vector quantizer
- reduced complexity
- neural gas
- successive approximation
- joint source and channel coding
- input vector
- multiresolution
- fractal image coding
- linear combination
- fractal image compression
- distortion measure
- multiscale
- computer vision
- back propagation
- image coding
- competitive learning
- high dimensional
- vector quantized