Structural Compression of Convolutional Neural Networks Based on Greedy Filter Pruning.
Reza Abbasi-AslBin YuPublished in: CoRR (2017)
Keyphrases
- convolutional neural networks
- search space
- convolutional network
- data compression
- compression scheme
- compression algorithm
- ensemble pruning
- image compression
- greedy algorithm
- compression ratio
- structural information
- dynamic programming
- noise reduction
- pruning method
- preprocessing step
- filtering algorithm
- structural analysis
- search algorithm
- decision trees
- pruning strategy
- greedy search
- pruning algorithms