Filter Pruning using Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks.
Kakeru MitsunoTakio KuritaPublished in: CoRR (2020)
Keyphrases
- convolutional neural networks
- sparsity regularization
- convolutional network
- elastic net
- mixed norm
- high dimensional
- avoid overfitting
- structured sparsity
- pruning method
- group lasso
- multiscale
- sparse data
- wiener filter
- regularization parameter
- sparse approximation
- noise reduction
- sparse coding
- sparse regression
- sparse representation
- regularization term
- multiple layers
- hierarchical structure
- impulse noise removal
- search space