Journal & Conference Publications

2025

• CVPR, SOAP: Vision-Centric 3D Semantic Scene Completion with Scene-Adaptive Decoder and Occluded Region-Aware View Projection

• CVPR, GRAE-3DMOT: Geometry Relation-Aware Encoder for Online 3D Multi-Object Tracking

• IEEE Access, MECFormer: Multiple Exposure Correction Transformer Based on Autoencoder

2023

• ICCV, Luminance-aware Color Transform for Multiple Exposure Correction

• CVPR, BAAM: Monocular 3D pose and shape reconstruction with bi-contextual attention module and attention-guided modeling

• CVPR, Local Connectivity-Based Density Estimation for Face Clustering

• GSE, deepGBLUP: joint deep learning networks and GBLUP framework for accurate genomic prediction of complex traits in Korean native cattle

• IEEE Access, Joint Appearance and Motion Model With Temporal Transformer for Multiple Object Tracking 

2022

• Scientific reports,  Use of a graph neural network to the weighted gene co-expression network analysis of Korean native cattle

• Electronics, BTENet: Back-Fat Thickness Estimation Network for Automated Grading of the Korean Commercial Pig

• Meat Science, MSENet: Marbling score estimation network for automated assessment of Korean beef

2020

• PLoS ONE, Genome-wide identification of major genes and genomic prediction using high-density and text-mined gene-based SNP panels in Hanwoo (Korean cattle)

• AJAS, Genomic partitioning of growth traits using a high-density single nucleotide polymorphism array in Hanwoo (Korean cattle)

2019

• Animals, Validation Study of SNPs in CAPN1-CAST Genes on the Tenderness of Muscles (Longissimus thoracis and Semimembranosus) in Hanwoo (Korean Cattle)