DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks.
Hassan DboukHetul SanghviMahesh MehendaleNaresh R. ShanbhagPublished in: ECCV (27) (2020)
Keyphrases
- lightweight
- neural network
- pattern recognition
- coding scheme
- objective function
- dos attacks
- vector quantization
- vector quantizer
- fuzzy logic
- step size
- neural network model
- image compression
- wireless sensor networks
- loss function
- color quantization
- back propagation
- artificial neural networks
- communication infrastructure
- uniform quantization
- development environments
- image coding
- distortion measure
- entropy coding
- quantization error
- genetic algorithm