@article{genmaskadaptingditforsegmentationviadire, title = {GenMask: Adapting DiT for Segmentation via Direct Mask Generation}, author = {Yuhuan Yang and Xianwei Zhuang and Yuxuan Cai and Chaofan Ma and Shuai Bai and Jiangchao Yao and Ya Zhang and Junyang Lin and Yanfeng Wang}, year = {2026}, eprint = {2603.23906}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.23906}, }