@article{revsegincentivizingthereasoningchainforv, title = {ReVSeg: Incentivizing the Reasoning Chain for Video Segmentation with Reinforcement Learning}, author = {Yifan Li and Yingda Yin and Lingting Zhu and Weikai Chen and Shengju Qian and Xin Wang and Yanwei Fu}, year = {2025}, eprint = {2512.02835}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.02835}, }