Search Results for author: Seongtae Kim

Found 4 papers, 3 papers with code

Feature Reduction Method Comparison Towards Explainability and Efficiency in Cybersecurity Intrusion Detection Systems

no code implementations22 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.

feature selection Intrusion Detection

BigColor: Colorization using a Generative Color Prior for Natural Images

1 code implementation20 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.

Colorization

GAN Inversion for Out-of-Range Images with Geometric Transformations

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.

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