Channel Pruning Via Gradient Of Mutual Information For Light-Weight Convolutional Neural Networks.
Min Kyu LeeSeunghyun LeeSang Hyuk LeeByung Cheol SongPublished in: ICIP (2020)
Keyphrases
- lightweight
- mutual information
- convolutional neural networks
- information theoretic
- convolutional network
- image registration
- similarity measure
- feature selection
- search space
- multi channel
- medical image registration
- pruning method
- communication infrastructure
- wireless sensor networks
- conditional mutual information
- communication channels
- pruning algorithm
- mutual information maximization
- normalized mutual information
- gradient information
- edge detection
- information theoretic measures
- information gain
- image processing