- My MBTI is ENFP/INFP ✨
- I like basketball 🏀
- I want to be AI researcher 🧪
- Google Scholar
- Vision-Language Models
- Visual Anomaly Detection
- Multimodal Representation Learning
| 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 |
| 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 |
[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
| PERIOD | TITLE | DESCRIPTION |
|---|---|---|
| Comming Soon... | ... | ... |
| 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 |