@article{dualitymodelsanembarrassinglysimpleonest,
  title = {Duality Models: An Embarrassingly Simple One-step Generation Paradigm},
  author = {Peng Sun and Xinyi Shang and Tao Lin and Zhiqiang Shen},
  year = {2026},
  eprint = {2602.17682},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.17682},
}