Generative Adversarial Networks

Progressively Growing GAN

Introduced by Karras et al. in Progressive Growing of GANs for Improved Quality, Stability, and Variation

ProGAN, or Progressively Growing GAN, is a generative adversarial network that utilises a progressively growing training approach. The idea is to grow both the generator and discriminator progressively: starting from a low resolution, we add new layers that model increasingly fine details as training progresses.

Source: Progressive Growing of GANs for Improved Quality, Stability, and Variation

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