38 citations · 40 across the 6 of their papers we have counts for
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cs.CV2022
Learning to mask: Towards generalized face forgery detection
Jianwei Fei, Yunshu Dai, Huaming Wang +1
Generalizability to unseen forgery types is crucial for face forgery detectors. Recent works have made significant progress in terms of generalization by synthetic forgery data aug…
cs.CV2022
General GAN-generated image detection by data augmentation in fingerprint domain
Huaming Wang, Jianwei Fei, Yunshu Dai +2
In this work, we investigate improving the generalizability of GAN-generated image detectors by performing data augmentation in the fingerprint domain. Specifically, we first separ…
cs.CV2022★ 2 cited
Learning Second Order Local Anomaly for General Face Forgery Detection
Jianwei Fei, Yunshu Dai, Peipeng Yu +3
In this work, we propose a novel method to improve the generalization ability of CNN-based face forgery detectors. Our method considers the feature anomalies of forged faces caused…