@article{causaladaptertamingtexttoimagediffusionf, title = {Causal-Adapter: Taming Text-to-Image Diffusion for Faithful Counterfactual Generation}, author = {Lei Tong and Zhihua Liu and Chaochao Lu and Dino Oglic and Tom Diethe and Philip Teare and Sotirios A. Tsaftaris and Chen Jin}, year = {2025}, eprint = {2509.24798}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.24798}, }