1 code implementation • 4 Sep 2023 • Yongseung Jegal, Jaewoong Choi, Jiho Lee, Ki-Su Park, Seyoung Lee, Janghyeok Yoon
This study presents a novel protocol to comprehensively analyse various sources such as pharmaceutical patents and biomedical databases, and identify drug repositioning candidates with both technological potential and scientific evidence.
2 code implementations • 20 Sep 2022 • Taehun Kim, Kunhee Kim, Joonyeong Lee, Dongmin Cha, Jiho Lee, Daijin Kim
Salient object detection (SOD) has been in the spotlight recently, yet has been studied less for high-resolution (HR) images.
Ranked #1 on RGB Salient Object Detection on ECSSD
no code implementations • Findings (ACL) 2022 • Muhammed Yusuf Kocyigit, Jiho Lee, Derry Wijaya
We show that State-of-the-art QE models, when tested in a Parallel Corpus Mining (PCM) setting, perform unexpectedly bad due to a lack of robustness to out-of-domain examples.
no code implementations • 2 Mar 2022 • Hye Won Chung, Jiho Lee, Ji Oon Lee
For general non-Gaussian noise, assuming that the signal is drawn from the Rademacher prior, we prove that the log likelihood ratio (LR) of the spiked model against the null model converges to a Gaussian when the signal-to-noise ratio is below a certain threshold.
no code implementations • 18 Jun 2021 • Paul Jung, Hoil Lee, Jiho Lee, Hongseok Yang
We consider infinitely-wide multi-layer perceptrons (MLPs) which are limits of standard deep feed-forward neural networks.
no code implementations • 21 Oct 2020 • Jaewoong Choi, Sion Jang, Jaeyoung Kim, Jiho Lee, Janghyeok Yoona, Sungchul Choi
In this study, we address the challenges in developing a deep learning-based automatic patent citation recommendation system.