@article{lightformeralightweightandefficient, title = {LightFormer: A lightweight and efficient decoder for remote sensing image segmentation}, author = {Sihang Chen and Lijun Yun and Ze Liu and Jianfeng Zhu and Jie Chen and Hui Wang and Yueping Nie}, year = {2025}, eprint = {2504.10834}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.10834v1}, }