Beyond Artifacts: Real-Centric Envelope Modeling for Reliable AI-Generated Image Detection

Lecture notes in computer science 2026 Open access

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Authors: Ruiqi Liu, Yi Han, Zhengbo Zhang, Liwei Yao, Zhiyuan Yan, Jialiang Shen, Zhijin Chen, Manni Cui, Boyi Sun, Lubin Weng, Jing Dong, Yan Wang
+1 more Shu Wu
DOI: 10.1007/978-3-032-37429-5_14
Cited by: 0
References: 32

Fields of Study & Subjects

Generative Adversarial Networks and Image Synthesis Advanced Neural Network Applications Domain Adaptation and Few-Shot Learning

Publication details

Journal / source
Lecture notes in computer science
Pages
225–243
Publication date
1 January 2026
Language
EN