@article{towardsgeneralizedandtrainingfreetext, title = {Towards Generalized and Training-Free Text-Guided Semantic Manipulation}, author = {Yu Hong and Xiao Cai and Pengpeng Zeng and Shuai Zhang and Jingkuan Song and Lianli Gao and Heng Tao Shen}, year = {2025}, eprint = {2504.17269}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.17269v1}, }