@article{vardefficientanddensefinetuningfor, title = {VARD: Efficient and Dense Fine-Tuning for Diffusion Models with Value-based RL}, author = {Fengyuan Dai and Zifeng Zhuang and Yufei Huang and Siteng Huang and Bangyan Liao and Donglin Wang and Fajie Yuan}, year = {2025}, eprint = {2505.15791}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.15791v1}, }