2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.CV2026
Preserving Knowledge across Space and Time for Continual Video Deepfake Detection
Taehoon Kim, Jongwook Choi, Heejae Jo +2
The continuous emergence of high-quality video deepfakes requires detectors that continually adapt to new forgery patterns, yet existing approaches, which are designed for deepfake…
cs.CV2024★ 2 cited
Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation
Mingyu Lee, Jongwon Choi
We propose a text-guided variational image generation method to address the challenge of getting clean data for anomaly detection in industrial manufacturing. Our method utilizes t…
cs.CV2024
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection
Jongwook Choi, Taehoon Kim, Yonghyun Jeong +2
This paper presents a new approach for the detection of fake videos, based on the analysis of style latent vectors and their abnormal behavior in temporal changes in the generated…