Layer-wise Model Pruning based on Mutual Information.
Chun FanJiwei LiTianwei ZhangXiang AoFei WuYuxian MengXiaofei SunPublished in: EMNLP (1) (2021)
Keyphrases
- mutual information
- computational model
- similarity measure
- simulation model
- probabilistic model
- prediction model
- high level
- statistical model
- network structure
- theoretical analysis
- theoretical framework
- mathematical model
- experimental data
- upper layer
- neural network model
- formal model
- multi layer
- data sets
- em algorithm
- maximum likelihood
- image registration
- management system
- hidden markov models
- cost function
- control system
- prior knowledge
- pairwise
- multiscale
- image sequences
- social networks
- learning algorithm
- neural network