@article{efficientadjointmatchingforfinetuningdif, title = {Efficient Adjoint Matching for Fine-tuning Diffusion Models}, author = {Jeongwoo Shin and Dongsoo Shin and Yuchen Zhu and Wei Guo and Yongxin Chen and Joonseok Lee and Jaewoong Choi and Jaemoo Choi}, year = {2026}, eprint = {2605.11480}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.11480}, }