no code implementations • 17 Dec 2023 • Jaehui Hwang, Junghyuk Lee, Jong-Seok Lee
With the advancement of generative models, the assessment of generated images becomes more and more important.
no code implementations • 20 Oct 2022 • Jaehui Hwang, Dongyoon Han, Byeongho Heo, Song Park, Sanghyuk Chun, Jong-Seok Lee
In recent years, many deep neural architectures have been developed for image classification.
1 code implementation • 15 Dec 2021 • Jaehui Hwang, huan zhang, Jun-Ho Choi, Cho-Jui Hsieh, Jong-Seok Lee
Recently, video-based action recognition methods using convolutional neural networks (CNNs) achieve remarkable recognition performance.
no code implementations • ICCV 2021 • Jaehui Hwang, Jun-Hyuk Kim, Jun-Ho Choi, Jong-Seok Lee
In this paper, we study the structural vulnerability of deep learning-based action recognition models against the adversarial attack using the one frame attack that adds an inconspicuous perturbation to only a single frame of a given video clip.