Namjung Kim, Junhwi Park, Jaehyun Lee, Changjoon Park, Inki Kim, Jeongwon Kang, Jeonghwan Gwak*

Comparing the Classification Performance of Deep Learning Models using Different PRPD Image Generation Method , in Proceeding of The Korean Institute of Electrical Engineers , April 12. 2024

Performance Analysis of LSTM, GRU, and RNN-based Models according to Timestep in PRPD Data of Single-phase Oil Immersed Transformer

Junhwi Park, Jaehyun Lee, Namjung Kim, Changjoon Park, Inki Kim, Jeongwon Kang, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 12. 2024

Analysis of Classification Performance of Deep Learning Models Based on PRPS Data in Power Equipment

Changjoon Park, Inki Kim, Junhwi Park, Jaehyun Lee, Jeongwon Kang, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 12. 2024

Efficient Dynamic Pruning Technique for Reduction of Inference Time in Convolutional Neural Network

Sharjeel Masood, Changjoon Park, Saeed Ahmad, Namjung Kim, Xufeng Hu, Jeonghwan Gwak* , in Proceeding of the Korean Institute of Next Generation Computing , April 26. 2024

Implementing Cost-Efficient CNNs through INT8 Quantization Aware Training on Embedded Systems

Saeed Ahmad, Namjung Kim, Sharjeel Masood, Changjoon Park, Xufeng Hu Jeonghwan Gwak* , in Proceeding of the Korean Institute of Next Generation Computing , April 26. 2024

Performance Comparison of Vision Transformer-Based Models for PRPD Classification

Jaehyun Lee, Changjoon Park, Inki Kim, Junhwi Park, Namjung Kim, Jeonghwan Gwak* , in Proceeding of the Korean Institute of Next Generation Computing , April 26. 2024

Analysis of Object Detection Performance of YOLO V9 and RT-DETR Using Railway Components Dataset

Junhwi Park, Jaehyun Lee, Inki Kim, Namjung Kim, Changjoon Park, Jeonghwan Gwak* , in Proceeding of the Korean Institute of Next Generation Computing , April 26. 2024

The Comparison of Segmentation Performance between SegFormer and U-Net on Railway Components

Jaehyun Lee, Changjoon Park, Namjung Kim, Junhwi Park, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 19. 2024

Performance Analysis of Human Facial Age Classification Method Based on Vision Transformer

Junhwi Park, Namjung Kim, Changjoon Park, Jaehyun Lee, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 19. 2024

Deep Learning-Based Power Facility Sensing Data for Energy Pattern Classification Performance Analysis and Ensemble Techniques

Changjoon Park, Inki Kim, Beomjun Kim, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 7. 2023

A Study on the Performance Improvement of Rotational Machinery Anomaly Detection through Deep Feature Ensemble of Self-Attention LSTM Autoencoder and LSTM Autoencoder Based on Unsupervised Learning

Inki Kim, Beomjun Kim, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 7. 2023

Performance Analysis of Time Series Models for Anomaly Detection in Power Facility Performance Status

Namjung Kim, Inki Kim, Beomjun Kim, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 7. 2023

A Study on Deep Learning-based Normailzing Flow for Visual Anomay Detection System

Yonghoon Jeon, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 7. 2023

Multi Learning-based Deep Learning Model for Anomaly Detection and Degree Measurement of Degradation on Solar Panel Cell Images

Beomjun Kim, Inki Kim, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 7. 2023

Partial Discharge Detection Research Using Vision Transformer Based on PRPD Data

Inki Kim, Namjung Kim, Beomjun Kim, Jeonghwan Gwak* , in Proceedings of the Korea Institute of information and Communication Engineering , October 27. 2023