arXiv · 2025 · Preprint

Seeing Before Reasoning: A Unified Framework for Generalizable and Explainable Fake Image Detection

Kaiqing Lin, Zhiyuan Yan, Ruoxin Chen, Jun-Yan Ye, Ke-Yue Zhang, Yue Zhou, Peng Jin, Bin Li, Taiping Yao, Shouhong Ding

Date
2025-09-29
Citations
26
arXiv
2509.25502
Cite
@misc{lin2025seeing,
  title = {Seeing Before Reasoning: A Unified Framework for Generalizable and Explainable Fake Image Detection},
  author = {Kaiqing Lin and Zhiyuan Yan and Ruoxin Chen and Jun-Yan Ye and Ke-Yue Zhang and Yue Zhou and Peng Jin and Bin Li and Taiping Yao and Shouhong Ding},
  year = {2025},
  eprint = {2509.25502},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.25502},
}