Juhyeon Park

MS Student

I'm currently MS student studying AI in M.IN.D Lab. Research Interest: AI Fairness/Bias, Medical AI, Multimodal Learning You can reach me through "parkjh9229@snu.ac.kr"

Publications

Bias / Spurious Correlation

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[P1] TLDR: Text Based Last-layer Retraining for Debiasing Image Classifiers, Juhyeon Park, Seokhyeon Jeong and Taesup Moon (2023.12 Arxiv)

Medical AI

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Upcoming...

Undergraduate Project

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CIF: Cleansing data with influence score for fairness

Modifying influence functions to detect data which are harmful to fairness of trained model

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Designing CNN Accelerator Operating on FPGA Board

Designed CNN Accelerator with Verilog

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EMNIST Sorting Model Using CNN, RNN

EMNIST dataset recognition & sorting model

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Implementing Face Detector Operation on WebCam with YOLO & Reducing Number of Parameters Using MTCNN

Face with mask detection model implemented with YOLO, MTCNN

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Making "Paper.io"-like Game with C++

Paper.io like game implemented with C++, OpenGL library

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Implementing Crawling Function of "Siksha" Application

Implemented function of crawling meal plan with python

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Analyze PM2.5, PM10 Data from Seoul with R

Analyzed PM2.5, PM10 data with R

Education

Seoul National University

Major : Electrical & Computer Engineering, Minor : Statistics

2017.03 ~ 2023.02

Seoul National University

College of Engineering Interdisciplinary Program in Aritificial Intelligence

2023.03 ~

Career

M.IN.D Lab

Research Intern

2021.07 ~ 2023.02

https://mindlab-snu.github.io/

NAVER CLOVA - Image Vision

Intern

2022.07 ~ 2022.12

https://clova.ai/

Awards

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The 2nd Earth Science Online Hackathon Competition : 2nd Prize [link]

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Atmospheric river segmentation
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Predicting existence of subglacial lake
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Predicting water temperature - depth graph

Scholarships

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Hyundai Motor Chung Mong-Koo Foundation Scholarship (2023.9 ~ )
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HYUNSONG Educational & Cultural Foundation Scholarship (2018.3 ~ 2023.2)
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Merit-based Scholarship (2021 Spring, 2022 Spring)