FiSeR: Fine-Grained Source Representations for Cross-Domain AI Image Detection

Shan Zhang, Yongxin He, Mingming Zhang +2

Real-world synthetic image detectors often generalize poorly under domain shift despite strong in-domain performance. Using unsupervised UMAP projections, we find that natural and…