Autoencoder-based CNN-LSTM drowsy driving detection model and safe driving system using YOLOv7(5) road front object recognition
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projects
Generating Yua Han’s SNS Images and Reels
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Invisible Watermarks: Attacks and Robustness
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AI on the Edge with Robotics
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publications
Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection
Published in IEEE/CVF Winter Conference on Applications of Computer Vision 2025 (WACV25), 2025
Does Prior Data Matter? Exploring Joint Training in the Context of Few-Shot Class-Incremental Learning
Published in Workshop on Continual Learning in Computer Vision (CLVision) at ICCV 2025, 2025
Neural Collapse-Driven, Uncertainty-Aware Framework for Few-Shot Class-Incremental Learning
Published in M.S. Thesis, Sogang University, 2025., 2025
Traning-free Uncertainty-guided Logit Adjustment for Few-shot Class-Incremental Learning
Published in Under Double-blind Review. Submitted to Top-tier AI Conference. , 1900
teaching
Discrete Structure (AIE2070‑01)
Undergraduate course, Sogang University, Artificial Intelligence, 2023
.
Computer Programming (AIE2050-02)
Undergraduate course, Sogang University, Artificial Intelligence, 2023
.