@article{reinforcingvideoreasoningsegmentationtot, title = {Reinforcing Video Reasoning Segmentation to Think Before It Segments}, author = {Sitong Gong and Lu Zhang and Yunzhi Zhuge and Xu Jia and Pingping Zhang and Huchuan Lu}, year = {2025}, eprint = {2508.11538}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.11538}, }