Reduced storage direct tensor ring decomposition for convolutional neural networks compression.
Mateusz GaborRafal ZdunekPublished in: CoRR (2024)
Keyphrases
- convolutional neural networks
- tensor decomposition
- random access
- compressed data
- convolutional network
- high order
- data compression
- storage requirements
- decomposition method
- compression algorithm
- decomposition methods
- wavelet packet
- data storage
- data representation
- wavelet compression
- dimensionality reduction
- auxiliary information
- file system
- higher order
- storage systems
- query processing
- storage and retrieval
- compression scheme
- compression ratio
- image compression
- storage space
- filter bank
- data structure