@article{cideracausalcureforbrandobsessedtexttoim, title = {CIDER: A Causal Cure for Brand-Obsessed Text-to-Image Models}, author = {Fangjian Shen and Zifeng Liang and Chao Wang and Wushao Wen}, year = {2025}, eprint = {2509.15803}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.15803}, }