Denis S. Makhov*

Towards Robust Full Low-bit Quantization of Super Resolution Networks

"Quantization is among the most common strategies to accelerate neural networks (NNs) on terminal devices. We are interested in increasing the robustness of Super Resolution (SR) networks to low-bit quantization considering mathematical model of natural images. Natural images contain partially smoot…