@article{instantpreferencealignmentfortexttoimage, title = {Instant Preference Alignment for Text-to-Image Diffusion Models}, author = {Yang Li and Songlin Yang and Xiaoxuan Han and Wei Wang and Jing Dong and Yueming Lyu and Ziyu Xue}, year = {2025}, eprint = {2508.17718}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.17718}, }