SFXGraph: Causal-Compositional Graph Learning for Stylized Sound Effects in Webtoons
18th Asian Conference on Computer Vision (ACCV) 2026
AI Top Conference
Publications
Publications
Peer-reviewed work, newest first. Lab members are in bold.
2026
QueCo: Query-Conditioned Consensus over Unverified Evidence for Training-Free Zero-Shot Anomaly Detection
Knowledge-Based Systems
SCIE · I.F. 8.0 · JCR 84.0% (2025)
Gyro-based Deep Video Deblurring
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2026
AI Top Conference
Augmenting Construction Safety Datasets with Training-Free Diffusion-Based PPE Editing
The Journal of Korean Institute of Communications and Information Sciences
Scopus
†Corresponding author
Enhancing Trajectory Estimation with Convolutional IMU Transformer
IEEE Sensors Journal
SCIE · I.F. 4.5 · JCR 80.8% (2024)
†Corresponding authors
Bayesian Multi-Class Segmentation for Remote Sensing, Integrating User Priors and Uncertainty
IEEE Transactions on Geoscience and Remote Sensing
SCIE · I.F. 8.6 · JCR 96.5% (2024)
*Equally contributed
Enhancing Reverse Distillation with Core Exemplar Learning for Unified Multi-Class Anomaly Detection
The IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2026
AI Top Conference
†Corresponding authors
2025
Few-Shot Anomaly Detection for Medical Ultrasound Images Using Metric Learning and Multimodal BiomedCLIP Embeddings
The Journal of Korean Institute of Communications and Information Sciences
Scopus
Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanisms
Computers in Biology and Medicine
SCIE · I.F. 6.3 · JCR 94.8% (2024)
*Equally contributed
SoN: Selective Optimal Network for smartphone-based indoor localization in real-time
Expert Systems with Applications
SCIE · I.F. 7.5 · JCR 94.8% (2023)
*Equally contributed
Real-Time Self-Supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosis
IEEE Signal Processing Letters
SCIE · I.F. 3.2 · JCR 63.3% (2023)
*Equally contributed
Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information
The Thirteenth International Conference on Learning Representations (ICLR 2025)
AI Top Conference
2024
Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-Selective Test-Time Adaptation
IEEE Transactions on Geoscience and Remote Sensing
SCIE · I.F. 8.2 · JCR 94.8% (2022)
Multi-Scale Self-Attention Network for Denoising Medical Images
APSIPA Transactions on Signal and Information Processing
SCOPUS · I.F. 3.2 (2022)
*Equally contributed
2023
Deep Learning–Based Diagnostic System for Velopharyngeal Insufficiency Based on Videofluoroscopy in Patients With Repaired Cleft Palates
Journal of Craniofacial Surgery
SCIE · I.F. 0.9 · JCR 12.4% (2022)
*Equally contributed
Outlier Robust Disease Classification via Stochastic Confidence Network
Workshop on MICCAI 2023
Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2023
AI Top Conference
Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2023
AI Top Conference
*Equally contributed
USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy
International Conference on Artificial Intelligence and Statistics (AISTAT) 2023
AI Top Conference
2022
Stochastic Adaptive Activation Function
The Thirty-sixth Annual Conference on Neural Information Processing Systems (Neurips) 2022
AI Top Conference
Explainable deep learning algorithm for distinguishing incomplete Kawasaki disease by coronary artery lesions on echocardiographic imaging
Computer Methods and Programs in Biomedicine
SCIE · I.F. 7.027 · JCR 89.5% (2021)
Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
SCIE · I.F. 3.267 · JCR 73.44% (2021)
*Equally contributed
2021
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images
International Conference on Computer Vision (ICCV 2021)
AI Top Conference
Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images
IEEE Transactions on Geoscience and Remote Sensing
SCIE · I.F. 5.6 · JCR 94.89% (2020)
Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment
JMIR Medical Informatics
SCIE · I.F. 2.577 · JCR 53.7% (2019)
*Equally contributed
Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
SCIE · I.F. 3.827 · JCR 85% (2019)
2020
Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms
European Conference on Computer Vision (ECCV) 2020
AI Top Conference
Locally Adaptive Channel Attention-Based Network for Denoising Images
IEEE ACCESS
SCIE · I.F. 4.098 · JCR 85.48% (2018)
Channel Attention Module with Multi-scale Grid Average Pooling for Breast Cancer Segmentation in an Ultrasound Image
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
SCIE · I.F. 2.989 · JCR 73.44% (2018)
2019
Image Restoration Network with Adaptive Channel Attention Modules for Combined Distortions
Journal of the Korea Computer Graphics Society
KCI
2018
Objects Segmentation From High-Resolution Aerial Images Using U-Net With Pyramid Pooling Layers
IEEE Geoscience and Remote Sensing Letters
SCIE · I.F. 2.893 · JCR 75.93% (2017)
*Equally contributed