User profiles for Sanghyeok Son

Sanghyeok Son

KAIST
Verified email at kaist.ac.kr
Cited by 30

Strengthening the transferability of adversarial examples using advanced looking ahead and self-cutmix

D Jang, S Son, DS Kim - … of the IEEE/CVF conference on …, 2022 - openaccess.thecvf.com
Deep neural networks (DNNs) are vulnerable to adversarial examples generated by adding
malicious noise imperceptible to a human. The adversarial examples successfully fool the …

A deep convolutional neural network-based multi-class image classification for automatic wafer map failure recognition in semiconductor manufacturing

H Zheng, SWA Sherazi, SH Son, JY Lee - Applied Sciences, 2021 - mdpi.com
Wafer maps provide engineers with important information about the root causes of failures
during the semiconductor manufacturing process. Through the efficient recognition of the …

Weighted multi-kernel prediction network for burst image super-resolution

W Cho, S Son, DS Kim - … of the IEEE/CVF conference on …, 2021 - openaccess.thecvf.com
Burst image super-resolution is an ill-posed problem that aims to restore a high-resolution (HR)
image from a sequence of low-resolution (LR) burst images. To restore a photo-realistic …

Adaptive class token knowledge distillation for efficient vision transformer

M Kang, S Son, D Kim - Knowledge-Based Systems, 2024 - Elsevier
The Vision Transformer (ViT) outperforms Convolutional Neural Networks (CNNs) but at the
cost of significantly higher computational demands. Knowledge Distillation (KD) has shown …

Energy-Based Domain Adaptation Without Intermediate Domain Dataset for Foggy Scene Segmentation

D Jang, S Lee, G Choi, Y Lee, S Son… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Robust segmentation performance under dense fog is crucial for autonomous driving, but
collecting labeled real foggy scene datasets is burdensome in the real world. To this end, …

Deep learning-based prediction of heart failure rehospitalization during 6, 12, 24-month follow-ups in patients with acute myocardial infarction

BI Bat-Erdene, H Zheng, SH Son… - Health informatics …, 2022 - journals.sagepub.com
Heart failure is a clinical syndrome that occurs when the heart is too weak or stiff and cannot
pump enough blood that our body needs. It is one of the most expensive diseases due to …

Burst super-resolution with adaptive feature refinement and enhanced group up-sampling

M Kang, W Jeong, S Son, G Ham, D Kim - Applied Intelligence, 2023 - Springer
Burst super-resolution (Burst SR) has achieved significant performance improvements through
burst images captured by modern handheld devices. However, Burst SR still encounters …

The coffee sliver skin extracts from coffee beans exhibited cosmetic properties with antioxiant activity and inhibitory effects for elastase, collagenase and tyrosinase

KE Lee, SH Son, SG Kang - Journal of the Society of Cosmetic …, 2018 - koreascience.kr
The coffee silver skin is a part of coffee beans. We report that the coffee sliver skin extracts
exhibited cosmetic properties of antioxidant, anti-winkle and whitening effects. The ethanol …

The Utility of Phased Array Ultrasonic Testing (PAUT) for Corrosion Evaluation of Water Supply Steel Pipes

SH Son, CG Shin, JY Jeong, JS Kim - Proceedings of the Korea …, 2023 - koreascience.kr
위상배열초음파검사 (PAUT) 는 기존 초음파검사에서 획득할 수 있었던 A-scan 의 결과와 달리,
관로 내부로 진입하지 않고도 부식에 의한 강관 손상 정도를 정량적인 시각적 데이터로 파악할 …

[PDF][PDF] Preliminary design of blue hydrogen process via VHTR

S Son, S Lee, YH Kim - kns.org
Hydrogen is a promising energy carrier that is clean and has no direct emission of CO2 when
utilized and is one of the most promising candidates for counteracting power intermittent …