@article{fuselabelfreeimageeventjointmonocular, title = {FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust Fusion}, author = {Pihai Sun and Junjun Jiang and Yuanqi Yao and Youyu Chen and Wenbo Zhao and Kui Jiang and Xianming Liu}, year = {2025}, eprint = {2503.19739}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.19739v2}, }