@article{towardsunifiedsemanticandcontrollableima, title = {Towards Unified Semantic and Controllable Image Fusion: A Diffusion Transformer Approach}, author = {Jiayang Li and Chengjie Jiang and Junjun Jiang and Pengwei Liang and Jiayi Ma and Liqiang Nie}, year = {2025}, eprint = {2512.07170}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.07170}, }