TAEHOON KIM

Research Interests

• Deepfake Detection

• Continual Learning

• Seeking

Publications

International

• Domain Generalization for Face Forgery Detection by Style Transfer, ICCE 2024 [paper]

Taehoon Kim, Jongwook Choi, Hyunjin Cho, Hyong Jun Lim, Jongwon Choi

• Exploiting Style Latent Flows for Generalizing Video Deepfake Detection, CVPR 2024 [arxiv] [paper] [github]

Jongwook Choi, Taehoon Kim, Yonghyun Jeong, Seungryul Baek, Jongwon Choi

• ID-Flow: Leveraging Voice Identity for Generalizing Audio Deepfake Detection, ICCE 2025 [paper]

Jongwook Choi, Taehoon Kim, Jongwon Choi

• Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection, ICCV 2025 [arxiv] [paper] [github] [page]

Taehoon Kim, Jongwook Choi, Yonghyun Jeong, Haeun Noh, Jaejun Yoo, Seungryul Baek, Jongwon Choi

• MAYA: Multi-Attack Yielding Augmentation for Unified Face Attack Detection, ICCV 2025 workshop

Taehoon Kim, Jongwook Choi, Seungjin Jung, Jongwon Choi

Experience

• SNUAILAB R&D Center Intern ( Sep. 2024 - Feb. 2025 )

Projects

• Advancement of Smart Monitoring System and Identification Technology for Illegal/Defective Food / Sponsored by Ministery of Food and Drug Safety (Oct. 2022 - Jun. 2023) 

• Continual Learning for Defect Diagnosis of AI-based Industrial Radiographic Testing System using Meta Learning-based Buffer(Continual Object Detection) [Doosan Enerbility] ( Jun. 2023 - Fed. 2025 )

• Development of a Real-time Multimodal Framework for Comprehensive Deepfake Detection Incorporating Common Sense Error Analysis [ETRI] ( Apr. 2025 - )

Patents

• 딥페이크 비디오 탐지 방법 및 장치, 컴퓨터 프로그램 , Korea

Teaching Assistant

• 중앙대학교 군AI 교육 지원 사업 조교 (컴퓨터 비전) ( Oct. 2023 - Nov. 2023 )

• 중앙대학교 군AI 교육 지원 사업 조교 (인공지능 개론) ( Mar. 2024 - Apr. 2024 )

• 중앙대학교 군AI 교육 지원 사업 멘토 ( Apr. 2025 - Dec. 2025 )