@article{combatingpatternandcontentbiasadversaria, title = {Combating Pattern and Content Bias: Adversarial Feature Learning for Generalized AI-Generated Image Detection}, author = {Haifeng Zhang and Qinghui He and Xiuli Bi and Bo Liu and Chi-Man Pun and Bin Xiao}, year = {2026}, eprint = {2604.12353}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.12353}, }