@article{diffmfadifferencedrivenchannelspatialsta, title = {DIFF-MF: A Difference-Driven Channel-Spatial State Space Model for Multi-Modal Image Fusion}, author = {Yiming Sun and Zifan Ye and Qinghua Hu and Pengfei Zhu}, year = {2026}, eprint = {2601.05538}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.05538}, }