Fine-Grained Railway Image Segmentation Combining Local Details and Global Context

Xufeng Hu, Changjoon Park, Namjung Kim, Junhwi Park, Jaehyun Lee, Jeongwon Kang, Jeonghwan Gwak* , Advanced Railways Smart ICT Development and Transportation , Masion Glad Jeju / Oct. 29

Performance Analysis of Road Defect Classification According to Hybrid Vision Transformer Architectures for Optimal Road Defect Detection Model Design

Junhwi Park, Namjung Kim, Changjoon Park, Xufeng Hu, Jaehyun Lee, Jeongwon Kang, Jeonghwan Gwak* , Advanced Railways and Transportation , Masion Glad Jeju / Oct. 29

Performance Analysis of on Vision Language Model based Framework for Pothole Localization

Jaehyun Lee, Namjung Kim, Changjoon Park, Junhwi Park, Xufeng Hu, Jeongwon Kang, Jeonghwan Gwak* , Advanced Railways and Transportation , Masion Glad Jeju / Oct. 29

Impact of Prompt Variations on CLIP-based Railway Trespassing Recognition on Railgoerl24 Dataset

Namjung Kim, Changjoon Park, Junhwi Park, Jaehyun Lee, Xufeng Hu, Jeongwon Kang, Jeonghwan Gwak* , Advanced Railways and Transportation , Masion Glad Jeju / Oct. 29

Evaluating Cross-Domain Performance of One-Shot Prototypical Learning for Railway Component Segmentation

Changjoon Park, Namjung Kim, Xufeng Hu, Junhwi Park, Jaehyun Lee, Jeongwon Kang, Jeonghwan Gwak* , Advanced Railway and Transportation , Masion Glad Jeju / Oct. 29

Enhancing Generalization Performance in Medical Few-Shot Learning through MSE-Based Regularization

Changjoon Park, Namjung Kim, Xufeng Hu, Junhwi Park, Jaehyun Lee, Jeonghwan Gwak* , International Conference on Electrical Facilities and information technologies , SEASHELLS Hotel & Spa Phú Quốc, Vietnam / Aug. 19 , Best Paper Award

Performance Comparison of Full Fine-Tuning and Parameter-Efficient Fine-Tuning of BioBERT for Pathogenicity Classification on ClinVar

Namjung Kim, Changjoon Park, Xufeng Hu, Junhwi Park, Jaehyun Lee, Jeonghwan Gwak* , International Conference on Electrical Facilities and information technologies , SEASHELLS Hotel & Spa Phú Quốc, Vietnam / Aug. 19 , Best paper Award

A MAML-Based Multi-Task Learning Approach for Few-Shot Disease Classification on Chest X-Ray Dataset

Junhwi Park, Changjoon Park, Namjung Kim, Xufeng Hu, Jaehyun Lee, Jeonghwan Gwak* , International Conference on Electrical Facilities and information technologies , SEASHELLS Hotel & Spa Phú Quốc, Vietnam / Aug. 19

A Parameter-Efficient Feature Fusion Framework for Breast Tumor Segmentation with Ambiguous Boundaries

Xufeng Hu, Junhwi Park, Changjoon Park, Namjung Kim, Jaehyun Lee, Jeonghwan Gwak* , International Conference on Electrical Facilities and information technologies , SEASHELLS Hotel & Spa Phú Quốc, Vietnam / Aug. 19

A Study on Parameter-Efficient Fine-Tuning of Large Language Models for Sepsis Classification

Jaehyun Lee, Namjung Kim, Changjoon Park, Xufeng Hu, Junhwi Park, Jeonghwa Gwak* , International Conference on Electrical Facilities and information technologies , SEASHELLS Hotel & Spa Phú Quốc, Vietnam / Aug. 19

Enhanced Object Detection for Railway Component Safety Using the YOLO-World Model

J. Park, C. Park, N. Kim, J. W. Kang and J. Gwak* , International Conference on Electrical Facilities and information technologies(ICEF 2024) , Korea National University of Transportation, Korea, August 22, 2024. , Best paper Award

Enhancing Partial Discharge Classification through Multimodal Feature Ensemble Mechanism

N. Kim, C. Park, J. Park, J. W. Kang and J. Gwak* , International Conference on Electrical Facilities and information technologies(ICEF 2024) , Korea National University of Transportation, Korea, August 22, 2024. , Best paper Award

Time-Mixing and Self-Attention Techniques for Enhanced Partial Discharge Data Analysis

C. Park, N. Kim, J. Park, J. W. Kang and J. Gwak* , International Conference on Electrical Facilities and information technologies(ICEF 2024) , Korea National University of Transportation, Korea, August 22, 2024. , Best paper Award

Enhanced Analysis of Phase Resolved Partial Discharge Data Using DeepViT with Kolmogorov–Arnold Networks

X. Hu, S. Masood and J. Gwak* , International Conference on Electrical Facilities and information technologies(ICEF 2024) , Korea National University of Transportation, Korea, August 22, 2024.

Distillation-Based Approach for Efficient Machine Unlearning in Anomaly Detection

S. Masood and J. Gwak* , International Conference on Electrical Facilities and information technologies(ICEF 2024) , Korea National University of Transportation, Korea, August 22, 2024.