Performance Analysis of Partial Discharge Type Classification on Partial Discharge Data from Liquid-Insulated Power Equipment According to Transformer Architecture Designs

Junhwi Park, Changjoon Park, Namjung Kim, Jaehyun Lee, Jeongwon Kang, Jeonghwan Gwak* , Korean Institute of Electrical Engineers , 라한 셀렉트호텔(경주시)

Analyzing the performance of Mamba models for partial discharge classification based on PRPS data

Changjoon Park, Namjung Kim, Junhwi Park, Jaehyun Lee, Jeongwon Kang, Jeonghwan Gwak* , Korean Institute of Electrical Engineers , 라한셀렉트 호텔(경주시) / Mar. 18

Generalization Performance Analysis of Deep Learning Models Using the ODIR-5K Multi-Lesion Datase

Namjung Kim, Changjoon Park, Xufeng Hu, Junhwi Park, Jaehyun Lee, Hyunseok Song, Jeonghwan Gwak , Institute of Electronics and Information Engineers , 곤지암리조트 EW빌리지 / Nov. 29

Enhancing Breast Ultrasound Lesion Segmentation via Anisotropic Diffusion Filtering

Hyunseok Song, Namjung Kim, Junhwi Park, Changjoon Park Jaehyun Lee, Xufeng Hu, Jeonghwan Gwak* , Institute of Electronics and Information Engineers , 곤지압리조트 EW빌리지

Structural Analysis and Lightweight Contextual Augmentation of CNN Architectures for Breast Ultrasound Image Segmentation

Changjoon Park, Namjung Kim, Junhwi Park, Jaehyun Lee, Hyunseok Song, Xufeng Hu, Jeonghwan Gwak* , Institute of Electronics and Information Engineer , 곤지암리조트 EW빌리지 / Nov. 29

Performance Analysis of Partial Discharge Classification using MSFlow-Based Normalizing Flow Model

Namjung Kim, Changjoon Park, Junhwi Park, Jaehyun Lee, Jeonghwan Gwak , Korean Institute of Next Generation Computing , 호서대학교 아산캠퍼스 , Best Paper Award

Comparative Analysis of Pothole Anomaly Detection Performance Using CNN and Transformer Based Feature Extractors in MSFlow

Jaehyun Lee, Junhwi Park, Changjoon Park, Namjung Kim, Jeonghwan Gwak* , Korean Institute of Next Generation Computing , 호서대학교 아산캠퍼스 / May 8

CNN and Transformer Encoder Performance Analysis Based on Few-Shot Learning for Road Damage Classification

Jaehyun Lee, Changjoon Park, Namjung Kim, Junhwi Park, Xufeng Hu, Jeonghwan Gawk , Korea Society of Computer Information , 제주대학교 아라캠퍼스 / July 11

A Multi-Task Learning Approach for Pothole and Crack Classification Using Vision Transformers

Junhwi Park, Namjung Kim, Xufeng Hu, Changjoon Park, Jaehyun Lee, Jeonghwan Gwak* , Korea Society of Computer Information , 제주대학교 아라캠퍼스 / July 11

Cross Attention-Based Multimodal Prototype for Accurate Breeding Value Prediction in Livestock

Changjoon Park, Namjoong Kim, Junhwi Park, Jaehyun Lee, Jeonghwan Gwak* , Korea Society of Computer Information , 천안 국립 공주대학교 / Jan. 10 , Best Paper Award

Study on Analyzing the Association Between Genotypic and Phenotypic Data in Poultry Breeding

Jaehyun Lee, Junhwi Park, Changjoon Park, Namjung Kim, Jeonghwan Gwak* , Korea Society of Computer Information , 천안 국립 공주대학교 / Jan. 10

Study on the Characteristics Analysis and Combination Methods of Genotype Data Quality Control and Imputation Tools

Junhwi Park, Namjung Kim, Changjoon Park, Jaehyun Lee, Jeonghwan Gwak* , Korea Society of Computer Information , 천안 국립 공주대학교 / Jan. 10 , Best Paper Award

LLM-based Integration of Heterogeneous SNP Databases: Challenges and Directions

Namjung Kim, Changjoon Park, Junhwi Park, Jaehyun Lee, Jeonghwan Gwak* , Korea Society of Computer Information , 천안 국립공주대학교 / Jan. 10 , Best Paper Award