no code implementations • 22 Mar 2023 • Adam M. Lehavi, Seongtae Kim
Our results show CFS-BA to be the most efficient of the FS methods, building in 55% of the time of the best RF-IG model while achieving 99. 99% of its accuracy.
1 code implementation • 26 Nov 2022 • Seongtae Kim, Kyoungkook Kang, Geonung Kim, Seung-Hwan Baek, Sunghyun Cho
In this paper, we propose DynaGAN, a novel few-shot domain-adaptation method for multiple target domains.
1 code implementation • 20 Jul 2022 • Geonung Kim, Kyoungkook Kang, Seongtae Kim, Hwayoon Lee, Sehoon Kim, Jonghyun Kim, Seung-Hwan Baek, Sunghyun Cho
In this paper, we propose BigColor, a novel colorization approach that provides vivid colorization for diverse in-the-wild images with complex structures.
1 code implementation • ICCV 2021 • Kyoungkook Kang, Seongtae Kim, Sunghyun Cho
For successful semantic editing of real images, it is critical for a GAN inversion method to find an in-domain latent code that aligns with the domain of a pre-trained GAN model.