MLVU Projects
(Spring 2026)

What Limits Small Object AP in Drone/Bird Detection?

SeungJun Gwon (Data Science)
Hyun Lee (Data Science)
Seowoo Park (Geography Education)

[paper]

One Detector for Any Fruit: Multi-Fruit Surface-Defect Detection from Normal Data

Seokha Hwang (Biosystem Engineering)
Joonsung Kwon (Data Science)
Byeonggeun Song (Agriculture Biotechnology)
Nael Kim (Public Health)

[paper]

Player-Centric Ball Action Spotting in Long-Form Soccer Broadcast Video

Wisoo Song (AI)
Jeonghoon Shim (Data Science)
Myunggeum Jee (Data Science)

[paper]

Knowing Where to Look: Caption-Indexed Verification for Streaming Video Understanding

Mingu Kang (Data Science)
Suahn Bae (Data Science)
Junseok Kim (AI)
Jiho Chang (Computer Science)

[paper]

QND-CFG: Riemannian Curvature and Derivative Control for Classifier-Free Guidance

Myungshin Kang (Electrical Engineering)
Hyunwoo Kim (Data Science)
Jeonghwan Lee (Mechanical Engineering)

[paper]

Exploring Zero-Shot Object Recognition in Language-Grounded 3D Occupancy Prediction

Eunjae Hong (AI)
Eugene Sohn (Data Science)
Jonghem Youn (Computer Science)
Jungin Hong (Computer Science)

[paper]

SparseDynGS: Learning Physically Grounded Gaussian Dynamics from Sparse-View Videos

Jiwoong Lee (Data Science)
Hyeokjun Kwon (Electrical Engineering)
Jiwon Jang (Data Science)

[paper]

CoDGS: Training-Free Codec-Driven 3D Gaussian Splatting for Real-Time Free-Viewpoint Video Streaming

Jusuk Kim (Electrical Engineering)
Hun Heo (Data Science)
Jungmin You (Data Science)

[paper]

B-rep Guided Representation Learning for CAD Segmentation

Youngseok Hwang (Data Science)
Geonwoo Lee (Geography Education)
Dayeon Kang (Data Science)
Jisung Son (AI)

[paper]

Video-Based Estimation of Lower-Limb Joint Moments During Running using Constrained Multi-View Keypoint Reconstruction

Gaju Shin (Physical Education)
Jungsoo Kim (Data Science)
Yujin Yun (Psychology)

[paper]

GingiCasc: A Tooth-ROI Framework for Ordinal MGI Gingivitis Severity Grading

Linyi Zhang (Dental Science)
Kyungjin Kim (Electrical Engineering)
Ungyu Lee (Agriculture Biotechnology)

[paper]
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