Few-shot forgery detection via guided adversarial interpolation

The increase in face manipulation models has led to a critical issue in society - the synthesis of realistic visual media. With the emergence of new forgery approaches at an unprecedented rate, existing forgery detection methods suffer from significant performance drops when applied to unseen nov...

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Bibliographic Details
Main Authors: Qiu, Haonan, Chen, Siyu, Gan, Bei, Wang, Kun, Shi, Huafeng, Shao, Jing, Liu, Ziwei
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/171185