Lossless CNN Channel Pruning via Gradient Resetting and Convolutional Re-parameterization.
Xiaohan DingTianxiang HaoJi LiuJungong HanYuchen GuoGuiguang DingPublished in: CoRR (2020)
Keyphrases
- cellular neural networks
- parity check
- pruning method
- search space
- multi channel
- deep learning
- image compression
- convolutional neural network
- communication channels
- network architecture
- convolutional neural networks
- gradient information
- channel coding
- neural network
- gradient method
- pruning methods
- deep belief networks