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iOS, Unity, Python
πŸ’»
iOS, Unity, Python
16 followers · 20 following
  • Seoul, Republic of Korea

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hellog2n/README.md

Hi all! 🌱

I'm Yoojin, I am a Combined MS/PhD student at LAIT in UNIST. I am researching in generative models and human centric AI. I also have an interest in representation and evaluation metrics.

🐬 Paper [Google Scholar]

Domestic Conference & Journal

  • 생성 λͺ¨λΈμ„ ν†΅ν•œ μ‹ κ²½λ§μ˜ 순수 ꡬ쑰적 영ν–₯λ ₯ 뢄석 방법, 36th Workshop on Image Processing and Image Understanding, 2024.
  • Assessment and Analysis of Fidelity and Diversity for GAN-based Medical Image Generative Model. Journal of the Korea Computer Graphics Society, 2022.
  • Development of Real-Time Objects Segmentation for Dual-Camera Synthesis in iOS, Journal of Internet Computing and Services, 2021.
  • DCGAN 기반 생성 λͺ¨λΈμ— λŒ€ν•œ ν’ˆμ§ˆ 및 λ‹€μ–‘μ„± 평가 (2021년도 ν•œκ΅­λ©€ν‹°λ―Έλ””μ–΄ν•™νšŒ μΆ˜κ³„ν•™μˆ λŒ€νšŒ 논문집 제24ꢌ 1호, 2021) (Best Paper Awards)
  • ν•œκΈ€ ꡬ쑰 이해λ ₯ 및 색 인지λ ₯ ν–₯상을 μœ„ν•œ κ²Œμž„ μ• ν”Œλ¦¬μΌ€μ΄μ…˜ 개발, ν•œκ΅­μΈν„°λ„·μ •λ³΄ν•™νšŒ μΆ”κ³„ν•™μˆ λŒ€νšŒ 논문집 제20ꢌ 2호, 2019. (Best Paper Awards, Oral Presentation)

International Conference

  • Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge Distillation. (ECCV'24) Project page
  • TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models (NeurIPS'23) Project page
  • Can We Find Strong Lottery Tickets in Generative Models? (AAAI'23) Project page (Oral Presentation)

πŸš΄β€β™€οΈ Career

  • 2020.01 - 2020.02 Pennsylvania State University Global FellowShip Internship in USA
  • 2021.01 - 2021.08 VCMI Lab Intern
  • 2021.09 - UNIST LAIT Combined MS/PhD Student
  • 2022.05 - 2022.11 UNIST AICP Face Swap Team Mentor
  • 2022.07 - 2022.11 Smilegate AI membership
  • 2023.12 - 2024.04 [Boostcamp AI Tech 2024] CV Recent Trends Teacher's Assistant

πŸš΄β€β™€οΈ Presentation

Date Paper Link
2022.04.01 UNIST CoreAI [220401] Diffusion Models Beat GANs on Image Synthesis Youtube link
2022.08.05 UNIST CoreAI [220805] On Aliased Resizing and Surprising Subtleties in GAN Evaluation Youtube link
2023.05.15 & 17 UNIST AI518 Deep Generative models - Evaluation Metrics for Generative models seminar -

πŸ›  Tech Stack

Python swift csharp Visual Studio Code

πŸš΄β€β™€οΈ Awards, Fellowships, Grants

2020

  • 제 8회 K-해컀톀 μ‹€κ°μ½˜ν…μΈ  μ•± 개발 μ±Œλ¦°μ§€ μš°μˆ˜μƒ μˆ˜μƒ, (사) μ†Œν”„νŠΈμ›¨μ–΄κ΅μœ‘ν˜μ‹ μ„Όν„°
  • ν•œκ΅­μΈν„°λ„·μ •λ³΄ν•™νšŒ μΆ”κ³„ν•™μˆ λŒ€νšŒ μš°μˆ˜λ…Όλ¬Έμƒ μˆ˜μƒ, ν•œκ΅­μΈν„°λ„·μ •λ³΄ν•™νšŒ
  • μ„œμšΈμ—¬μžλŒ€ν•™κ΅ μ†Œν”„νŠΈμ›¨μ–΄μœ΅ν•©ν•™κ³Ό μ‘Έμ—…μž‘ν’ˆ μš°μˆ˜μƒ μˆ˜μƒ, μ„œμšΈμ—¬μžλŒ€ν•™κ΅
  • GIGDC λŒ€ν•™λΆ€ 기획 동상 μˆ˜μƒ, GIGDC

2019

  • ν•œκ΅­μ†Œν”„νŠΈμ›¨μ–΄μ‚°μ—…ν˜‘νšŒ SW μ±Œλ¦°μ§€ 동상 μˆ˜μƒ, ν•œκ΅­μ†Œν”„νŠΈμ›¨μ–΄μ‚°μ—…ν˜‘νšŒ
  • ν•œκ΅­μΈν„°λ„·μ •λ³΄ν•™νšŒ μΆ”κ³„ν•™μˆ λŒ€νšŒ μš°μˆ˜λ…Όλ¬Έμƒ μˆ˜μƒ, ν•œκ΅­μΈν„°λ„·μ •λ³΄ν•™νšŒ
  • μ„œμšΈμ—¬μžλŒ€ν•™κ΅ μ°½μ—… 아이디어 κ²½μ§„λŒ€νšŒ λŒ€μƒ μˆ˜μƒ, μ„œμšΈμ—¬μžλŒ€ν•™κ΅
  • λ…Έμ›κ·Έλ¦°μΊ νΌμŠ€νƒ€μš΄ μ£Όκ΄€ μ°½μ—… 아이디어 μ½˜ν…ŒμŠ€νŠΈ 총μž₯상 μˆ˜μƒ, λ…Έμ›κ·Έλ¦°μΊ νΌμŠ€νƒ€μš΄

Pinned Loading

  1. SWU-VCD-2021 SWU-VCD-2021 Public

    μ„œμšΈμ—¬μžλŒ€ν•™κ΅ μ‹œκ°λ””μžμΈν•™κ³Ό 2021 μ‘Έμ—…μ „μ‹œ μ›Ήμ‚¬μ΄νŠΈ μ˜ˆμ‹œ

    CSS 3

  2. SangyeopYeo/Edge-popup_with_MMD SangyeopYeo/Edge-popup_with_MMD Public

    Can We Find Strong Lottery Tickets in Generative Models? - Official Code (Pytorch)

    Python 100 14

  3. LAIT-CVLab/TopPR LAIT-CVLab/TopPR Public

    NeurIPS 2023 - TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Official Code

    Python 104 4

  4. evaluation-medical-imaging evaluation-medical-imaging Public

    evaluation medical imaging

    Jupyter Notebook