Filter Pruning via Probabilistic Model-based Optimization for Accelerating Deep Convolutional Neural Networks.
Qinghua LiCuiping LiHong ChenPublished in: WSDM (2021)
Keyphrases
- convolutional neural networks
- optimization algorithm
- optimization process
- optimization problems
- generative model
- bayesian networks
- convolutional network
- probabilistic model
- optimization method
- evolutionary algorithm
- filtering algorithm
- global optimization
- fully unsupervised
- probabilistic logic
- median filter
- optimization methods
- belief networks
- noise reduction
- combinatorial optimization
- data driven
- search space