Accelerating Convolutional Neural Network via Structured Gaussian Scale Mixture Models: A Joint Grouping and Pruning Approach.
Tao HuangWeisheng DongJinshan LiuFangfang WuGuangming ShiXin LiPublished in: IEEE J. Sel. Top. Signal Process. (2020)
Keyphrases
- mixture model
- convolutional neural network
- gaussian mixture model
- maximum likelihood
- gaussian mixture
- density estimation
- em algorithm
- gaussian model
- face detection
- probabilistic model
- generative model
- language model
- expectation maximization
- probability density function
- model selection
- density function
- covariance matrices
- mixture of gaussians
- finite mixtures
- unsupervised learning
- model based clustering
- mixture modeling
- gaussian distribution
- probability density
- scale space
- feature vectors
- pattern recognition
- machine learning
- neural network