@article{tdmr1reinforcingfewstepdiffusionmodelswi,
  title = {TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward},
  author = {Yihong Luo and Tianyang Hu and Weijian Luo and Jing Tang},
  year = {2026},
  eprint = {2603.07700},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.07700},
}