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

Analysis of Image Data Reconstruction Results According to the Adjustment of Feature Information Quantity in Deep Learning Models for Anomaly Detection

Changjoon Park, Namjung Kim, Inki Kim, Junhwi Park, Jaehyun Lee, Jeonghwan Gwak* , Korean Institute of Next Generation Computing , 국립한국교통대학교 대학본부 2층 / April 26

Comparing the Classification Performance of Deep Learning Models using Different PRPD Image Generation Method

Namjung Kim, Junhwi Park, Jaehyun Lee, Changjoon Park, Inki Kim, Jeongwon Kang, Jeonghwan Gwak* , Korean Institute of Electrical Engineers , 라한 셀렉트호텔(경주시) / April 12

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* , Korean Institute of Electrical Engineers , 라한 셀렉트호텔(경주시) / April 12

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* , Korean Institute of Electrical Engineers , 라한 셀렉트호텔(경주시) / April 12

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* , Korean Institute of Next Generation Computing , 국립한국교통대학교 대학본부 2층 / April 26 , Best Paper Award

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

Saeed Ahmad, Namjung Kim, Sharjeel Masood, Changjoon Park, Xufeng Hu Jeonghwan Gwak* , Korean Institute of Next Generation Computing , 국립한국교통대학교 대학본부 2층 / April 26

Performance Comparison of Vision Transformer-Based Models for PRPD Classification

Jaehyun Lee, Changjoon Park, Inki Kim, Junhwi Park, Namjung Kim, Jeonghwan Gwak* , Korean Institute of Next Generation Computing , 국립한국교통대학교 대학본부 2층 / April 26

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* , Korean Institute of Next Generation Computing , 국립한국교통대학교 대학본부 2층 / April 26

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

Jaehyun Lee, Changjoon Park, Namjung Kim, Junhwi Park, Jeonghwan Gwak* , Korea Society of Internet Information Conference , 순천향대학교(미디어랩스관) / Jan. 19 , Best Paper Award

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

Junhwi Park, Namjung Kim, Changjoon Park, Jaehyun Lee, Jeonghwan Gwak* , Korea Society of Internet Information Conference , 순천향대학교(미디어랩스관) / Jan. 19 , Best Paper Award

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