StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation

1 code implementation • ICCV 2023 • Aibek Alanov, Vadim Titov, Maksim Nakhodnov, Dmitry Vetrov

As a result of this study, we propose new efficient and lightweight parameterizations of StyleGAN for domain adaptation.

Domain Adaptation Image Morphing +1

Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes

1 code implementation • 8 Sep 2022 • Maxim Kodryan, Ekaterina Lobacheva, Maksim Nakhodnov, Dmitry Vetrov

In this work, we investigate the properties of training scale-invariant neural networks directly on the sphere using a fixed ELR.