Vision-Based 3D Reconstruction and Recognition
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SOAP: Vision-Centric 3D Semantic Scene Completion with Scene-Adaptive Decoder and Occluded Region-Aware View Projection, CVPR, 2025, [project page]
BAAM: Monocular 3D pose and shape reconstruction with bi-contextual attention module and attention-guided modeling, CVPR, 2023, [paper] [project page]
AI Convergence for Satellite Imagery
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ColorSate: A Color Correction Network for Satellite Imagery with Channel-Specific Distortion Decoder, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, [paper]
AI Convergence for Animal Science
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MSENet: End-to-end network for the beef marbling score estimation of Korean native cattle, Meat science, 2022, [paper] [project page]
BTENet: Back-Fat Thickness Estimation Network for Automated Grading of the Korean Commercial Pig, Electronics, 2022, [paper]
AI Convergence for Bioinformatics
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deepGBLUP: Integration of deep learning and GBLUP for accurate genomic prediction, GSE, 2023, [paper] [project page]
gmcNet: gene module clustering Network in WGCNA, Scientific reports, 2022, [paper] [project page]