EAST: Encoding-Aware Sparse Training for Deep Memory Compression of ConvNets.
Matteo GrimaldiValentino PelusoAndrea CalimeraPublished in: CoRR (2019)
Keyphrases
- feed forward
- arithmetic coding
- image coding algorithm
- supervised learning
- low memory
- random access
- training set
- high dimensional
- sparse data
- data compression
- compression algorithm
- training samples
- deep architectures
- complexity reduction
- training phase
- training process
- avoid overfitting
- data sets
- compression ratio
- image compression
- artificial neural networks
- high compression ratio
- efficient compression
- compressed data
- encoding scheme
- random projections
- compression scheme
- main memory
- image coding
- sparse representation
- training examples
- training data
- feature selection