BriefGPT.xyz
Apr, 2021
MobileStyleGAN: 一种用于高保真图像合成的轻量级卷积神经网络
MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis
HTML
PDF
Sergei Belousov
TL;DR
本篇论文的研究目的是探讨如何在边缘设备上使用风格生成网络，并引入MobileStyleGAN结构，其参数量和计算复杂度分别为StyleGAN2的1/3.5和1/9.5，同时提供可比较的生成质量。
Abstract
In recent years, the use of
generative adversarial networks
(
gans
) has become very popular in generative image modeling. While
style-based gan ar
→