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Seooooooogi/README.md

Jaeseok Lee Β· μ΄μž¬μ„

M.S., Computer Engineering Β· Kookmin University
Machine Intelligence Lab β€” advised by Prof. Jaekoo Lee

Python PyTorch OpenCV ROS2


πŸ”­ Research Interests

  • 🧊 3D Vision β€” 3D generative Models, NeRF / 3D Gaussian Splatting, texture & style transfer
  • 🎨 Generative Models β€” diffusion models, image / video editing
  • πŸ’¬ LLMs & Multimodal β€” Vision-language models, LLM applications
  • 🦾 Robot Learning / VLA β€” imitation learning, manipulation
  • πŸ› οΈ AI Agents & Dev Tooling β€” LLM agents, Model Context Protocol (MCP), agentic / "vibe" coding

πŸŽ“ Education

  • M.S. in Computer Engineering, Kookmin University (2022.08 – 2025.02) β€” 3D reconstruction, avatar, generative models
  • B.S. in Electronic & Information Engineering, Seoul National University of Science and Technology (SeoulTech) (2015.03 – 2021.02)

πŸ“ Selected Publications

전체 λ…Όλ¬Έ λͺ©λ‘ 보기 / Full publication list - μ–΄ν…μ…˜ μ—°μ‚° μ œμ–΄λ₯Ό ν†΅ν•œ 단일 이미지 μž…λ ₯ ν…μŠ€μ²˜ μ „μ΄μ˜ 3차원 일관성 ν–₯상 β€” *IPIU 2025* β€” **Jaeseok Lee**, Soye Kwon, Jaekoo Lee - μ˜μ‚¬ 3차원 ν›ˆλ ¨ 데이터λ₯Ό ν†΅ν•œ ν…μŠ€μ²˜ 생성 λͺ¨λΈμ˜ ν…μŠ€μ²˜ ν’ˆμ§ˆ ν–₯상 β€” *KICS 2024* β€” Jaeseok Lee, Jaekoo Lee - 사진–SMPL 좔정을 ν†΅ν•œ 3차원 생성 μ•„λ°”νƒ€μ˜ μžμ„Έ λ³€κ²½ β€” *4th Korea AI Conference 2023* β€” Jaeseok Lee, Jaekoo Lee - NeRFμ—μ„œμ˜ 컀리큘럼 ν•™μŠ΅ 효과 비ꡐ β€” *KICS 2023* β€” Jaeseok Lee, Junghyeon Seo, Jaekoo Lee - 단일 사진을 μ΄μš©ν•˜λŠ” λΉ„λ””μ˜€ μƒμ„±μ—μ„œμ˜ ν…μŠ€νŠΈ 기반 νŽΈμ§‘ β€” *KCC 2024* β€” Jaewoong Choi, Jaeseok Lee, Jaekoo Lee - **[Best Paper]** 3D κ°€μš°μ‹œμ•ˆ μŠ€ν”Œλž˜νŒ…μ„ ν™œμš©ν•œ 3차원 객체 μŠ€νƒ€μΌ 전이 β€” *IEIE 2024* β€” Soohyeon Seo, Yunseok Kang, Jaeseok Lee, Jaekoo Lee - **[Best Paper]** λŒ€κ·œλͺ¨ λ“œλ‘  맡핑을 μœ„ν•œ 3D κ°€μš°μ‹œμ•ˆ μŠ€ν”Œλž˜νŒ…μ˜ νš¨μœ¨μ„± ν–₯상 β€” *KCC 2024* β€” Yoonseok Kang, Jaeseok Lee, Jaekoo Lee

πŸ† Highlights

  • 🌐 Exchange Scholar, University of California, Irvine (2024.10 – 2025.02) β€” multimodal AI for healthcare (vision-language, embedded)
  • πŸ₯‡ 1st Award β€” Programmers AI Dev-Course (2022)
  • πŸ₯‰ μš°μˆ˜μƒ β€” vaiv Γ— KCC Generative-AI Competition (2024)
  • πŸ“„ Multiple Best Paper awards (IEIE, Korea AI Conference)

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