@article{rethinkingrefinementcorrectinggenerative,
  title = {Rethinking Refinement: Correcting Generative Bias without Noise Injection},
  author = {Xin Peng and Ang Gao},
  year = {2026},
  eprint = {2601.21182},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.21182},
}