StyleGAN has been around since 2018, became more widely available in 2019 when the source code went open source, and is now in its third permutation. StyleGAN3 was released last October.

In other words, because of the data StyleGAN was trained on, when it’s trying to come up with a face that looks like the pixelated input image, it defaults to white features.