DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks.
Hassan DboukHetul SanghviMahesh MehendaleNaresh R. ShanbhagPublished in: CoRR (2020)
Keyphrases
- lightweight
- neural network
- vector quantization
- coding scheme
- neural network model
- pattern recognition
- artificial neural networks
- step size
- fuzzy logic
- genetic algorithm
- loss function
- back propagation
- wireless sensor networks
- objective function
- color quantization
- image quality
- image compression
- mashup
- handheld devices