3 citations · 3 across the 4 of their papers we have counts for
4 papers · 1 filter
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains
Seongtae Kim, Kyoungkook Kang, Geonung Kim +2
Few-shot domain adaptation to multiple domains aims to learn a complex image distribution across multiple domains from a few training images. A naïve solution here is to train a se…
BigColor: Colorization using a Generative Color Prior for Natural Images
Geonung Kim, Kyoungkook Kang, Seongtae Kim +5
For realistic and vivid colorization, generative priors have recently been exploited. However, such generative priors often fail for in-the-wild complex images due to their limited…
Camera Motion Agnostic 3D Human Pose Estimation
Seong Hyun Kim, Sunwon Jeong, Sungbum Park +1
Although the performance of 3D human pose and shape estimation methods has improved significantly in recent years, existing approaches typically generate 3D poses defined in camera…
GAN Inversion for Out-of-Range Images with Geometric Transformations
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. U…