Pixel Embedding: Fully Quantized Convolutional Neural Network with Differentiable Lookup Table

Hiroyuki Tokunaga, Joel Nicholls, Daria Vazhenina +1

By quantizing network weights and activations to low bitwidth, we can obtain hardware-friendly and energy-efficient networks. However, existing quantization techniques utilizing th…