About Me
I'm a master's student at KAIST, Rep. of Korea. I'm a computer science enthusiastist who enjoys solving challenging problems through simple, beautiful and intuitive idea.
My research topic is related to AI(Artificial intelligence), focusing on computer vision and machine learning. To be specific, my research interests lie in the field of domain adaptation and generalization in computer vision. The goal is to solve the issue of models becoming biased due to shifts in the domain environment.
Education
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KAIST
Sep. 2022 — Aug. 2024M.S in School of Computing, 4.24 / 4.3
Work Experiences
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SGVRLab@KAIST
Apr. 2022 — Aug. 2022Research Intern, Research theme: Domain Generalization
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CVLab@POSTECH
Jul 05, 2021 — Jul 30, 2021Research Intern, Research theme: Graph Neural Network
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Xen Media Inc.
Sep. 2019 — Apr. 2020Front-End Developer, 1111 Corporate Center Dr, Monterey Park, CA, USA 91754.
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Vinple Co.
Jan. 2019 — Feb. 2019Front-End Developer, 4190 W 11th Ave, Vancouver, BC, Canada.
Extracurricular Activities
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Best of the Best 9th, KITRI(Korea Information Technology Research Institute)
Jul. 2020 — Mar, 2021Top30 / 200
Publications
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Towards Robustness of Person Search against Corruption
WooJung Son, Yoonki Cho, Guoyuan An, Jinhwan Seo, Sungeui Yoon
NeurIPS 2024 under-review -
도메인 일반화에서 스타일 매니폴드를 고려한 공분산 기반 스타일 증강기법
WooJung Son, Yoonki Cho, Sungeui Yoon
Excellence Paper Award
한국정보과학회 한국컴퓨터종합학술대회 2023 -
심리상담 내담자의 심리변화 시각화시스템
WooJung Son, DongHyun Son, JuSung Kim, SuHwan Kang*
한국통신학회 제2회 인공지능 학술대회 2021 -
그룹서명을 이용한 전자출입명부 시스템
WooJung Son SeungMin Park, EunPyo Lee, SeonSik O, MyoungSu Shin, SungJun Lee, JongHo Han, KiSoon Yoon*, SangHyun Jeon*
한국정보보호학회 동계학술대회 2020
Honors & Awards
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Kaggle Counting Beans by PNU
2nd prize, 2021 -
Hackathon by Union of S/W Universities
Excellence Prize & Sponser Prize, 2021 -
Data&AI Analysis&Application Competition by KISTI
2nd prize, 2020 -
Festival of Talents by Union of S/W Universities
Popularity Prize, 2020 -
prize for outstanding graduation piece by PNU
Excellence Prize, 2020
Qualifications & Scholarships
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Engineer Information Processing, by Human Resources Development Service of Korea
2020 -
CCNA(Cisco Certified Network Associate) By CISCO
2018 -
National Excellence Scholarship in Science and Engineering
Mar. 2019 — Aug, 2021 -
Academic Excellence Scholarship
Mar. 2018 — Feb, 2020 -
SW Best Talent Scholarship
Dec. 2021
Projects
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Utilizing Gait for Person Re-identification in Video
Jan. 2023 — Dec. 20233rd year lab funding project outsourced by ISC(안보융합원). Utilizing gait information for re-identifying the target of person in the surveillance system.
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Using audio data as pretraining for CSI feedback in MIMO Systems
Feb. 2023 — Jun. 2023Class Project in Wireless Mobile Internet. Utilized abundant public audio/speech datasets as pretraining data, leveraging their signal-like characteristics. The pretrained AI model showed enhanced performance across network signal processing tasks, particularly in CSI feedback for MIMO systems and modulation classification. Graded as A+.
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Generalizable Person Re-identification in Video
Aug. 2022 — Dec. 20222nd year lab funding project outsourced by ISC(안보융합원). Towards generalizable re-id model for unseen environments.
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Sentiment Analyzer
Jan. 2022 — Feb. 2022Towards optimal datasets, model architecture for sentiment analyzer.
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Counting Beans
Nov. 2021 — Dec. 2021Project for intramural kaggle. Predicting the number of beans in a plate as accurately as possible.(prize)
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Education Outreach Platform
Jan. 2021 — Feb. 2021Project at the hackathon by Union of S/W Universities. Education platform for both volunteers and beneficiaries. Automatically generating quizzes given class materials using question generating AI.(prize)
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Physico Therapy Assistant
Oct. 2020 — Oct. 2021Developing AI assistant which gets voice of the client as an input and visualizes the flow of emotion change of client.(prize)
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Anonymous KI-PASS(Korea Internet Pass) System for COVID19
Sep. 2020 — Dec. 2020Project to improve the privacy problem of current contact tracing pipeline for COVID-19. Our epidemiological investigation system ensures the anonymity of the individuals whose personal information is involved in the process. The system incorporates an encryption method based on the BBS (Boneh-Boyen-Shacham) group signature, as proposed in our paper.
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RNA-Protein Interaction
Apr. 2020 — Oct. 2020Graduation research. Predicting the interaction between RNA and protein using ML.(prize)
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De-identification
Oct. 2020 — Oct. 2020Project at 2020 Cyber security challenge. Developing algorithm for de-identificating data from mobile carrier.
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Web Application Firewall(WAF) for apache server
Aug. 2020 — Aug. 2020Project at BoB. Developing WAF for apach server which can defend cross site script(xss), directory traversal.
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Web Fuzzing Attacker
Jul. 2020 — Aug. 2020Project at BoB. Developing web fuzzer which can do cross-site script, sql injection, and directory traversal.
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ARP Spoofing Attacker
Jul. 2020 — Aug. 2020Spoofing arp packet to cut off or relay the connection between sender and target.
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Website Outsourcing
Sep. 2019 — Apr. 2020Project at XenMedia Inc. Developing websites which client companies request.
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Intra Storage Platform
Sep. 2019 — Apr. 2020Project at Xenmedia Inc. Developing intra storage platform.
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Your Website is outdated
Sep. 2019 — Apr. 2020Project at XenMedia Inc. Developing proposal of website for companies whose website is ragged.
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Vinple Website
Jan. 2019 — Feb. 2019Project at Vinple Co. Developing Vinple's website.
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Maze game
Sep. 2021 — Dec. 2021Maze game which supports wall-moving, secret-route using STM32 board.
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Android Foodtruck Application
Mar. 2019 — Jun. 2019Developing foodtruck platform which can connect owners and customers which operates on android operating system.
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Doorlock
Sep. 2018 — Dec. 2018Developing doorlock which supports administrative mode, dummy number, OTP, controlling the number of available trials for incorrect input using FPGA board.
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Smart air conditional
Mar. 2018 — Jun. 2018Making air-conditional which can automatically control the direction of wind by detecting human using Arduino.