分析提高图像质量计算机视觉Analyzing and Improving the Image Quality of StyleGAN

Abstract Thestyle-basedGANarchitecture(StyleGAN)yields state-of-the-artresultsindata-drivenunconditionalgenerativeimagemodeling.Weexposeandanalyzeseveralofits characteristicartifacts,andproposechangesinbothmodel architectureandtrainingmethodstoaddressthem.Inpart