Guiding excellence in LG’s enterprise management systems.

- Advanced Calculus- Engineering Mathematics- Electric Circuits & Practices- Computer Programmings & Practices

- Explainable AI, Department of Mathematical Sciences Advisor: Prof. Ernest K. Ryu (UCLA)Engaged in the research of which circumstances lead to the breakdown of classical statistical features in deep learning.- Action RecognitionComputer Vision Lab.Advisor: Prof. Bohyung HanStop-or-Forward: Dynamic Action Recognition for Efficient Action Recognition- Vision-Lanugauge Multimodal Learning, Machine Intelligence and Data Science Lab.Advisor: Prof. Taesup MoonVerified explainability of vision-language multi-modal models and investigated the interpretability of ALBEF and its variations- 3D Reconstructions for video representationVision & Geometric Information Lab.Advisor: Prof. Jaesik Park

Google Research ExploreCSR- Temporal Sentence Groundings in VideosVisual Information Processing LabComprehensive Benchmarks of Video Temporal Grounding Models

Crypto-Asset Trading System- Developed Synchronous F/X Margin Trading Prediction Algorithm for crypto-asset price fluctuation.

[C-LAB, Samsung Research]Natural Language Processing, Multimodal Learning Research[AI Vision Lab., Visual Display Business]Video Temporal Localization, Screen Content AnalysisTop-ranked(1st) intern, developed autonomous advertisement detection module from streaming broadcast, with 3.2% higher accuracy rate for advertisement detecting module compared to the previous approach