LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging.
Jinuk KimMarwa El HalabiMingi JiHyun Oh SongPublished in: CoRR (2024)
Keyphrases
- neural network
- multi layer
- single layer
- data compression
- artificial neural networks
- pruning method
- neural network model
- search space
- compression scheme
- image compression
- back propagation
- depth information
- genetic algorithm
- learning vector quantization
- compression ratio
- feed forward
- depth ordering
- fuzzy logic
- pattern recognition
- compression algorithm
- pruning algorithms
- network model
- pruning algorithm
- feed forward neural networks
- depth images
- application layer
- network architecture
- training algorithm
- image processing
- depth map
- fuzzy artmap
- neural network is trained
- multi layer perceptron
- hidden layer
- neural nets
- prediction model
- recurrent neural networks
- multilayer perceptron
- super resolution
- multiscale
- learning algorithm