Variational Channel Distribution Pruning and Mixed-Precision Quantization for Neural Network Model Compression.
Wan-Ting ChangChih-Hung KuoLi-Chun FangPublished in: VLSI-DAT (2022)
Keyphrases
- neural network model
- neural network
- artificial neural networks
- neural models
- lossy image compression
- data compression
- compression algorithm
- using artificial neural networks
- input variables
- back propagation neural network
- image compression
- uniform quantization
- network architecture
- search space
- rbf neural network
- quantization noise
- bp neural network
- image segmentation
- multi layer perceptron
- compression scheme
- video signals
- multilayer perceptron
- dynamic characteristics
- hopfield network
- self organizing maps
- unsupervised learning
- efficient compression