Wavelet Feature Maps Compression for Low Bandwidth Convolutional Neural Networks

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).

Depth Estimation Depth Prediction +3