684 citations · 1.2k across the 33 of their papers we have counts for
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Generalizable Face Forgery Detection via Separable Prompt Learning
Enrui Yang, Baoyuan Wu, Yuezun Li
Detecting face forgeries using CLIP has recently emerged as a promising direction. However, most existing methods focus on adapting its visual encoder, leaving the potential of the…
Detecting Diffusion-generated Images via Dynamic Assembly Forests
Mengxin Fu, Yuezun Li
Diffusion models are known for generating high-quality images, causing serious security concerns. To combat this, most efforts rely on deep neural networks (e.g., CNNs and Transfor…
Off-the-shelf Vision Models Benefit Image Manipulation Localization
Zhengxuan Zhang, Keji Song, Junmin Hu +2
Image manipulation localization (IML) and general vision tasks are typically treated as two separate research directions due to the fundamental differences between manipulation-spe…
Generalizing Video DeepFake Detection by Self-generated Audio-Visual Pseudo-Fakes
Zihe Wei, Yuezun Li
Detecting video deepfakes has become increasingly urgent in recent years. Given the audio-visual information in videos, existing methods typically expose deepfakes by modeling cros…