Importance Estimation for Neural Network Pruning.
Pavlo MolchanovArun MallyaStephen TyreeIuri FrosioJan KautzPublished in: CVPR (2019)
Keyphrases
- neural network
- pattern recognition
- robust estimation
- relative importance
- artificial neural networks
- maximum likelihood
- density estimation
- neural network model
- estimation process
- fuzzy logic
- pruning algorithm
- learning vector quantization
- artificial intelligence
- pruning method
- hybrid neural network
- feed forward neural networks
- accurate estimation
- activation function
- multi layer perceptron
- database
- estimation algorithm
- network model
- self organizing maps
- back propagation
- parameter estimation
- knn
- search space
- genetic algorithm
- data sets