1 code implementation • 24 May 2022 • Shahaf E. Finder, Yair Zohav, Maor Ashkenazi, Eran Treister
Convolutional Neural Networks (CNNs) are known for requiring extensive computational resources, and quantization is among the best and most common methods for compressing them.
no code implementations • 29 Sep 2021 • Yair Zohav, Shahaf E Finder, Maor Ashkenazi, Eran Treister
In this paper, we propose Wavelet Compressed Convolution (WCC)---a novel approach for activation maps compression for $1\times1$ convolutions (the workhorse of modern CNNs).