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publications
Deep Learning based Malicious Drone Detection using Acoustic and Image Data
Juann Kim, Dongwhan Lee, Youngseo Kim, Heeyeon Shin, Yeeun Heo, Yaqin Wang, Eric T. Matson
IEEE IRC 2022
How Far Can a Drone be Detected? A Drone‑to‑Drone Detection System Using Sensor Fusion
Juann Kim, Youngseo Kim, Heeyeon Shin, Yaqin Wang, Eric T. Matson
ICAART 2023
Soundini: Sound‑Guided Diffusion for Natural Video Editing
Seung Hyun Lee, Sieun Kim, Innfarn Yoo, Feng Yang, Donghyeon Cho, Youngseo Kim, Huiwen Chang, Jinkyu Kim, Sangpil Kim
arXiv 2023
Stable Diffusion Feature Extraction for Sketching with One Example
Kwan Yun*, Youngseo Kim*, Kwanggyoon Seo, Chang Wook Seo, Junyong Noh (*Equal contribution)
CVM 2025
Stable Diffusion feature extraction for sketching with one example, enabling diverse stylized sketch generation and efficient distilled sketch extraction.
StyleID: A Perception-Aware Dataset and Metric for Stylization-Agnostic Facial Identity Recognition
Kwan Yun, Changmin Lee, Ayeong Jeong, Youngseo Kim, Seungmi Lee, Junyong Noh
SIGGRAPH; TOG 2026
Perception-aware dataset and metric for facial identity recognition that remains robust under stylized images, supporting identity similarity measurement, retrieval, and evaluation.
X-AVDT: Audio-Visual Cross-Attention for Robust Deepfake Detection
Youngseo Kim, Kwan Yun, Seokhyeon Hong, Sihun Cha, Colette Suhjung Koo, Junyong Noh
CVPR 2026
Robust deepfake detection method and cross-generator dataset by leveraging cross-attention features to capture audio-visual correlations.