@article{visionaryr1mitigatingshortcutsinvisual, title = {Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning}, author = {Jiaer Xia and Yuhang Zang and Peng Gao and Yixuan Li and Kaiyang Zhou}, year = {2025}, eprint = {2505.14677}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.14677v1}, }