Hello

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I am Griffin Seon Ho Lee. I am a M.S. student at KAIST AI, majoring in Artificial Intelligence. I am working as an AI graduate researcher at Computer Vision and Machine Learning Lab at KAIST, advised by Prof. Hyunjung Shim.


I am interested in research on AI especially in Computer vision and Computer Graphics. I hope to use AI to help people freely envision, realize, and share what they believe in.


Particularly, I am researching on the following topics:

1. 3D Generative Models

2. Open Vocabulary Segmentation


CV E-mail Github LinkedIn Google Scholar

  • Email: glanceyes (at) gmail (dot) com


News

Sep. 2024: Our PartCLIPSeg paper got accepted to NeurIPS 2024!

Sep. 2023: I got accepted to CVML Lab as a M.S. graduate student in KAIST AI.


Education

KAIST

  • M.S. in Artificial Intelligence, Mar. 2024 ~ Feb. 2026 (Expected)

Sogang University

  • B.S. in Computer Science and Engineering, Mar. 2017 ~ Feb. 2024 (Expected)
  • GPA: 4.12 / 4.3 (Summa Cum Laude)

Sangsan High School


Publications

2024

Scribble-Guided Diffusion for Training-free Text-to-Image Generation

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  • Seonho Lee*, Jiho Choi*, Seohyun Lim, Jiwook Kim, Hyunjung Shim
  • Keywords: Conditional Image Generation
  • Sep. 2024

Pre-print (Under Review), Codes


DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation

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  • Jiwook Kim*, Seonho Lee*, Jaeyo Shin, Jiho Choi, Hyunjung Shim
  • Keywords: 3D Editing, Score Distillation
  • Jul. 2024

Pre-print (Under Review), Project Page, Codes


Understanding Multi-Granularity for Open-Vocabulary Part Segmentation

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  • Jiho Choi*, Seonho Lee*, Seungho Lee, Minhyun Lee, Hyunjung Shim
  • Keywords: Open-Vocabulary Part Segmentation
  • May. 2024

NeurIPS 2024, Paper, Codes


* indicates equal contribution.


Projects

RECJOON: Backjoon Online Judge Problem Solving Recommendation System

  • Naver Boostcamp AI Tech 3rd, Team 14 (Mar. 2022 ~ Jun. 2022)
  • Keywords: Recommendation System

Review, Codes


KUVIS: Web-based Visual Programming Software with Deep Learning in Medicine

  • Seonho Lee, Yoomin Kang, Advised by Prof. Wonki Jeong (Jul. 2022 ~ Aug. 2022)
  • Keywords: Visual Programming, Parallel Computing for Deep Learning
  • Prototype of VIENCE Pathoview

Review, Projects


Honors and Awards

2nd Place on Open Vocabulary Part Segmentation Challenge at CVPR 2024

  • 2nd Place Winnder both on Track 1 and 2
  • 4th workshop on Open World Vision at CVPR 2024

Excellence Award in 2023 POSTECH OIBC Challenge

  • 3rd Place (3/120) in AI Competition of Solar Power Generation Forecasting (Dec. 2023)

Korea National Science and Technology Scholarship

  • Spring 2019, Fall 2022, Spring 2023, Fall 2023 (4 Semesters)

Dean’s List, Sogang University

  • 1%: Spring 2018, Spring 2019, Fall 2022
  • 5%: Fall 2018


Work Experience

Life Planning Lab

  • Backend Developer (Dec. 2021 ~ Jan. 2022)


Skills

Programming Languages

  • Python, C/C++, JavaScript, HTML/CSS, SQL

Algorithm & Problem Solving


Last updated: 3rd, Oct. 2024