no code implementations • 7 Oct 2022 • Jianhan Wu, Jianzong Wang, Shijing Si, Xiaoyang Qu, Jing Xiao
Most existing methods encode the texture of the whole reference human image into a latent space, and then utilize a decoder to synthesize the image texture of the target pose.
no code implementations • 25 May 2022 • Jianhan Wu, Shijing Si, Jianzong Wang, Jing Xiao
In this paper, we propose a consistency regularization framework based on data augmentation, called CR-Aug, which forces the output distributions of different sub models generated by data augmentation to be consistent with each other.
no code implementations • 24 May 2022 • Jianhan Wu, Shijing Si, Jianzong Wang, Jing Xiao
And the second is that the training of GAN is unstable and slow to converge, such as model collapse.