🤗 Jiyul Ham 🤗

💁🏻‍♂️ About me

• My MBTI is ENFP/INFP ✨
• I like basketball 🏀
• I want to be AI researcher 🧪
• Google Scholar

🔎 Research Interest

• Anomaly Detection
• Vision-Language Models
• Generative AI

👨🏻‍🔬 Publication

PERIOD	TITLE	Conference
	Catching up... 🧪
2025.01.02~ 2025.02.6	A Study on a Generalizable Tabular Anomaly Detection for Machine Operations Using Deep Learning-Based Quality Score Generation	CODE
2024.09.27~ 2025.01.22	GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection	arXiv CODE
2024.10.22~ 2025.02.18	DHR-CLIP: Dynamic High Resolution Object-agnostic Prompt Learning for Zero-shot Anomaly Segmantation	ICAIIC 2025 CODE
2024.04.18~ 2024.10.16	Human Understanding from Lifelog Data via Mobile Sensors Using a GRU Network with Attention Mechanism	ICTC 2024 CODE
2023.06.26~ 2024.02.01	A Study on Traffic Vulnerable Detection Using Object Detection-Based Ensemble and Yolo	JKSCI 2024 CODE

🚴‍♂️ Project

PERIOD	TITLE	DESCRIPTION
2024.07.01~ 2025.06.31	Development of a Multimodal Machine Vision Technology and Decision Support System Based on Multidimensional Image Data for Intelligent Vision Inspection Systems	Project Space
2024.05.31~ 2024.10.31	Development of Video Retrieval System in VMS using Large-scale Multimodal AI	Project Space 📺 Blog 📺
2023.08.07~ 2023.08.28	- Multivariate/Univariate with Exogenuous Time-series Anomaly Detection - LTSF-Linear Model Incorporating Future, Past, and Static Covariates	Project Space Project Space
2023.06.26~ 2023.08.14	Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection	Paperwithcode

🏆 AI Challenge & Hackathon

[Selected & On going] in 2024 LG Electronics iPBL Idea Competition

Title: Empathy-Driven DIY Refrigerator Designed with Evolving Consumer Values in Mind

🥇[1st Place] in 2024 K-Artificial Intelligence Manufacturing Data Analysis Competition

Title: Development of a Universal Defect Prediction and Decision-Making System through AI-Based Quality Indicator Generation

🥇[1st Place] in 2023 LG Display Quality Classification AI Challenge

Task: Classify the product quality using tabular data from the LG display factory
Repo link | Korean Economy News | School News

🥇[1st Place] in 2022 AI Challenge

Task: utilization of yolo v5 to reduce pedestrian accidents for the disabled
Repo link | News

🥈[2nd Place] in 2023 SKT FLY AI Challenge

Task: Baby face generation service using 3D stereoscopic ultrasound to alleviate psychological issues for pregnant women
Team Space | SKY FLY AI News | School News

🥉[3rd Place] in 2023 HD AI Challenge

Task: Prediction of Construction Equipment Operating Weight
School News

🥉[3rd Place] in 2023 SKT & Hana Bank Tech4Good AI Challenge

Task: Emotional Training Services for Autism Spectrum Disorders
SKT-Hana News

🥉[3rd Place] in 2023 AI vs Human Text Detection Hackathon

Task: AI vs Human Text Detection CODE

🏅[4th Place] in 2024 The 15th International Conference on ICT Convergence

Task: Human Understanding from Real-world Multivariate IoT Sensor Data
Repo link

🛠️ Patent

PERIOD	TITLE	DESCRIPTION
Comming Soon...	...	...

✨ Experience

PERIOD	TITLE	DESCRIPTION
2024.07.01~ 2024.08.28	LG AI 연구원 주관 LG Aimers 5기	수료
2024.05.31~ 2024.10.31	SKT 주관 SKT AI Fellowship 6기	활동 내용
2024.01.02~ 2024.02.28	LG AI 연구원 주관 LG Aimers 4기	수료
2023.07.01~ 2023.09.18	LG AI 연구원 주관 LG Aimers 3기	활동 내용/ 공식사이트
2023.06.26~ 2023.09.01	SKT 주관 SKT FLY AI 3기	수료증, 상장/활동 내용/ 공식사이트
2023.05.01~ 2023.06.02	네이버 커넥트재단 부스트코스 코칭스터디 10기 리더	수료증 및 활동 내용
2023.01.02~ 2023.03.26	LG AI 연구원 주관 LG Aimers 2기	수료증 및 활동 내용/ 공식사이트
2022.12.13~ 2022.12.31	네이버 커넥트재단 부스트캠프 AI Tech 5기 Pre-Course	수료증