Quantization Aware Factorization for Deep Neural Network Compression.
Daria CherniukStanislav AbukhovichAnh Huy PhanIvan V. OseledetsAndrzej CichockiJulia GusakPublished in: CoRR (2023)
Keyphrases
- neural network
- efficient compression
- lossy image compression
- uniform quantization
- quantization noise
- image compression
- compression ratio
- transform coding
- compression scheme
- data compression
- back propagation
- fuzzy logic
- fault diagnosis
- compression algorithm
- genetic algorithm
- bits per pixel
- artificial neural networks
- huffman coding
- quantization scheme
- entropy coding
- quantization error
- self organizing maps
- recurrent neural networks
- neural nets
- neural network model
- singular value decomposition
- low rank
- lookup table
- progressive transmission
- adaptive quantization
- block coding
- matrix factorization
- bp neural network
- coding scheme
- neural network is trained
- associative memory
- random projections
- factorization method
- transform coefficients
- image coder
- lossy compression