@article{singlereferencetexttoimagemanipulationwi,
  title = {Single-Reference Text-to-Image Manipulation with Dual Contrastive Denoising Score},
  author = {Syed Muhmmad Israr and Feng Zhao},
  year = {2025},
  eprint = {2508.12718},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.12718},
}