@article{contextformerredefiningefficiencyin, title = {ContextFormer: Redefining Efficiency in Semantic Segmentation}, author = {Mian Muhammad Naeem Abid and Nancy Mehta and Zongwei Wu and Fayaz Ali Dharejo and Radu Timofte}, year = {2025}, eprint = {2501.19255}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.19255v1}, }