Posts by Collection

Reducing Data Imbalance for Object Detection

Published in IEIE Summer Conference 2023, 2023

Workshop paper on strategies for reducing data imbalance in object detection. IEIE Summer Conference 2023.

Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024

Class-wise buffer management strategy that addresses data imbalance in continual object detection.

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SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection

Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) — Highlight, 2024

Stable-Diffusion-based generative replay strategy for class-incremental object detection. CVPR 2024 Highlight (top 2.8%).

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QORT-Former: Query-Optimized Real-time Transformer for Understanding Two Hands Manipulating Objects

Published in AAAI Conference on Artificial Intelligence (AAAI), 2025

A query-optimized transformer achieving real-time 3D two-hand manipulation understanding (53.5 FPS) with state-of-the-art accuracy on H2O and FPHA.

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THOM: Generating Physically Plausible Hand-Object Meshes From Text

Published in CVPR 2026 Findings, 2026

Text-conditioned generative framework for producing physically plausible hand–object mesh interactions.

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HandVQA: Diagnosing Fine-Grained Spatial Reasoning Failures in Vision-Language Models via Hand Pose Question Answering

Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

A 1.6M-scale benchmark derived deterministically from 3D hand pose annotations to diagnose spatial reasoning failures in vision–language models.

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Unified 3D Gaussian Human Avatars Under Arbitrary Body Visibility

Published in European Conference on Computer Vision (ECCV) — under review, 2026

Visibility-aware 3D Gaussian avatar framework that reconstructs animatable avatars from monocular video across full-body, upper-body, and head-only inputs within a single pipeline.

Discrete Mathematics

Undergraduate course (Teaching Assistant), UNIST, Department of Computer Science and Engineering, 2024

Teaching Assistant for Discrete Mathematics (Fall 2024, Fall 2025).

Introduction to AI Programming in Python

Undergraduate course (Teaching Assistant), UNIST, Department of Computer Science and Engineering, 2025

Teaching Assistant for Introduction to AI Programming in Python (Spring 2025, Fall 2025, Spring 2026).