References

A Style-Based Generator Architecture for Generative Adversarial Networks

Tero Karras, Samuli Laine, & Timo Aila (2019)

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 4396-4405.

DOI: https://doi.org/10.1109/cvpr.2019.00453

Abstract. Introduces StyleGAN, whose mapping network and adaptive instance normalisation disentangle high-level attributes (pose, identity) from stochastic variation (freckles, hair) and enable unprecedented control over generated face images.

Tags: generative gan stylegan

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