MLVU Projects (Spring 2024)

Bridging image manipulation localization and generated image detection

Yuseop Lee (Artificial Intelligence)
Yunjin Na (Data Science)
HyunHo Noh (Mechanical Engineering)

[paper]

Exploring Shape and Texture Bias in Object Detection

Yejin Kim (Political Science)
Junha Kim (Data Science)
Doyeon Lee (Data Science)

[paper]

Hierarchical Image Geolocalization Using ViT-based Encoders and Satellite Map Images

Yoonshik Kim (Computer Science)
Jaewon Jang (Artificial Intelligence)
Cheongsu Kim (Mechanical Engineering)

[paper]

Inferability-guided Learning for Person Re-identification

Yunjeong Choi (Data Science)
Seungwoo Jung (Aerospace Engineering)
Jinheock Choi (Electrical Engineering)

[paper]

SummDiff: Leveraging Generative Diffusion to Video Summarization

Kwanseok Kim (Data Science)
Jinwook Yang (Data Science)
Mintaek Oh (Civil Engineering)

[paper]

SkEncode: Sketch Encoder for Sketch-to-video

Joonki Min (Data Science)
Jonghyeon An (Mathematics)
Chanwoo Kim (Data Science)

[paper]

Transparent Object Reconstruction in 3D Gaussian Splatting with RGB-to-TIR Translation

Eugene Baek (Data Science)
Hanjun Kim (Automobility)
Hyeongseok Suh (Mechanical Engineering)

[paper]

STATDM: Scene Text Aware style Transfer Diffusion Model

Hyungwook Choi (Data Science)
Geonha Lee (Statistics)
Dahyun Oh (Aerospace Engineering)
Sooyong Kim (Artificial Intelligence)

[paper]

UniBench: Fully Automated Evaluation of Image Editing Models

Suho Ryu (Data Science)
Dongmin Choi (Data Science)
Jongook Yoon (Data Science)

[paper]

Fine-grained Food Image Classification of Korean Foods

Seoyun Jang (Data Science)
Sungju Jang (Landscape Architecture & Rural Systems)
Yohan Yoon (Mechanical Engineering)

[paper]

Representing Dynamic Scenes using Physics-integrated Gaussian Splatting

Taekbeom Lee (Aerospace Engineering)
Yeonkyu Lee (Electrical Engineering)
Hongmo Jung (Mechanical Engineering)

[paper]

Scene Text Detection in Rainy Day

Seunghoon Kang (Mechanical Engineering)
Jonghyun Song (Data Science)
Yujin Jeon (Data Science)
Myungjoo Lee (Data Science)

[paper]

Advancing Image Reconstruction: Evaluating BOLD & Beta Signals in fMRI Brain Decoding

Bogyeom Kim (Psychology)
Youngyoon Choi (Data Science)
Changmin Park (Applied Bioengineering)

[paper]
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