@article{improvedtechniquesforfinetuningflowmodel,
  title = {Improved techniques for fine-tuning flow models via adjoint matching: a deterministic control pipeline},
  author = {Zhengyi Guo and Jiayuan Sheng and David D. Yao and Wenpin Tang},
  year = {2026},
  eprint = {2605.06583},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.06583},
}