Implicit Feature Decoupling with Depthwise Quantization

Iordanis Fostiropoulos, Barry Boehm

Quantization has been applied to multiple domains in Deep Neural Networks (DNNs). We propose Depthwise Quantization (DQ) where $\text{quantization}$ is applied to a decomposed su…