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Jan, 2020
DAWSON: 一个域自适应少样本生成框架
DAWSON: A Domain Adaptive Few Shot Generation Framework
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Weixin Liang, Zixuan Liu, Can Liu
TL;DR
DAWSON是一种针对GAN的域自适应FewShot生成框架,支持元学习算法和各种GAN及其变体,我们在此基础上提出了MUSIC MATINEE,这是第一个FewShot音乐生成模型。
Abstract
Training a
generative adversarial networks
(GAN) for a new domain from scratch requires an enormous amount of training data and days of training time. To this end, we propose
dawson
, a Domain Adaptive FewShot Gen
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