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2509.25502
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Seeing Before Reasoning: A Unified Framework for Generalizable and Explainable Fake Image Detection
29 September 2025
Kaiqing Lin
Zhiyuan Yan
Ruoxin Chen
Junyan Ye
Ke-Yue Zhang
Yue Zhou
Peng Jin
Bin Li
Taiping Yao
Shouhong Ding
AAML
LRM
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Papers citing
"Seeing Before Reasoning: A Unified Framework for Generalizable and Explainable Fake Image Detection"
3 / 3 papers shown
Title
DINO-Detect: A Simple yet Effective Framework for Blur-Robust AI-Generated Image Detection
Jialiang Shen
Jiyang Zheng
Yunqi Xue
Huajie Chen
Yu Yao
...
Ruiqi Liu
Helin Gong
Yang Yang
Dadong Wang
Tongliang Liu
175
0
0
16 Nov 2025
Brought a Gun to a Knife Fight: Modern VFM Baselines Outgun Specialized Detectors on In-the-Wild AI Image Detection
Yue Zhou
Xinan He
Kaiqing Lin
Bing Fan
Feng Ding
Jinhua Zeng
Bin Li
VLM
141
1
0
16 Sep 2025
Is Artificial Intelligence Generated Image Detection a Solved Problem?
Ziqiang Li
Jiazhen Yan
Ziwen He
Kai Zeng
Weiwei Jiang
Lizhi Xiong
Zhangjie Fu
AAML
226
12
0
18 May 2025
1