BriefGPT.xyz
Apr, 2020
包容性 GAN:在生成模型中改进数据和少数族裔覆盖率
Inclusive GAN: Improving Data and Minority Coverage in Generative Models
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Ning Yu, Ke Li, Peng Zhou, Jitendra Malik, Larry Davis...
TL;DR
通过协调对抗训练和重构生成来提高数据覆盖率,并扩展了一个允许显式控制模型应该包含的少数群体的方法。
Abstract
generative adversarial networks
(GANs) have brought about rapid progress towards generating
photorealistic images
. Yet the equitable allocation of their
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