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• Name: Jisoo Kim
• E-mail: jisoo.kim@snu.ac.kr
• Graduate student at Seoul National University
• Field of interest:
  • Data Science, Computer Vision
  • Under-Display Camera
  • Image/Video Dataset Construction
  • Image Restoration
  • Generative Models

Seoul National University
M.S. in Data Science (Mar 2023 – Feb 2025)
Advisor: Prof. Jaejin Lee

Sejong University
B.S. in Intelligent Mechatronics Engineering (Mar 2019 – Feb 2023)
Coursework included Programming, Artificial Intelligence, Semiconductor Process and Electrical Engineering.

[ICCV] UDC-VIT: A Real-World Video Dataset for Under-Display Cameras.
Kyusu Ahn, JiSoo Kim, Sangik Lee, HyunGyu Lee, Byeonghyun Ko, Chanwoo Park, and Jaejin Lee.
In Proceedings of the IEEE/CVF International Conference on Computer Vision, Honolulu, Hawai’i, USA, Oct 2025. To appear. 🏅 Highlight Paper
arXiv | Project site

Integrating Spatial and Frequency Information for Under-Display Camera Image Restoration.
Kyusu Ahn, Jinpyo Kim, Chanwoo Park, JiSoo Kim, and Jaejin Lee.
Pattern Analysis and Applications (PAA), Springer, 2025. To appear.
arXiv | Project site

[IMID] Challenges in Real-World Under-Display Camera Video Restoration.
Jisoo Kim, Kyusu Ahn, and Jaejin Lee.
IMID 2024: Twenty-fourth International Meeting on Information Display, Jeju, Republic of Korea, Aug 2024.

SNU Center for Optimizing Hyperscale AI Models and Platforms
Research Assistant (Mar 2025 – Present)
Current research focuses on developing efficient diffusion models for real-world, high-resolution dataset generation.

DeepLearning.AI Courses
Korean Translator
Contributed to Korean translation and subtitle synchronization for Andrew Ng and Isa Fulford’s courses, including “ChatGPT Prompt Engineering for Developers” and “Building Systems with the ChatGPT API.”

CIT Code Academy
Instructor (Dec 2022 – Sep 2023)
Delivered lectures on Python and C programming, providing foundational data science education using Google Colab and Kaggle.

YOCO: You Only Cook Once
Seoul National University Graduate School of Data Science (Dec 2022 – Mar 2023)
2nd Place Award, Ambient AI Competition 🥈
Cooking-assistant AI using the Unbiased-Teacher v2 framework to predict ingredient doneness.
Project site | Demo Video

E4/7
Sejong University (Sep 2021 – Jul 2022)
1st Place Award, 2021-2 Creative Learning Community 🏆
2nd Place Award, 10th SW·AI Hackathon 🥈
Real-time AI web platform for remote exam management using OCR, pose detection, and automated grading.
Project site | Demo Video1 | Demo Video2

SLACK for ME
Seoul National University Graduate School of Data Science (Sep 2023 – Dec 2023)
RAG-based Slack chatbot enabling keyword + semantic search and precise citation without storing full Slack data.
Paper | Slides | Demo Video

Go Together: 같이가요
Seoul National University Graduate School of Data Science (Mar 2023 – Jul 2023)
Event-companion matching platform built with Python, Django, PostgreSQL, and Neo4j.
Demo Video

4K
Sejong University (Sep 2021 – Jul 2022)
AI-based web service for military/law enforcement to identify individuals even with masked lower faces.
Demo Video

• OPIC (Aug 2024) — IH
• TOEIC (Aug 2022) — 930