XU, Zishan; GUO, Yifu; LU, Yuquan; YANG, Fengyu; LI, Junxin; CAI, Lihua. VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning. Proceedings of the AAAI Conference on Artificial Intelligence, [S. l.], v. 40, n. 14, p. 11496–11504, 2026. DOI: 10.1609/aaai.v40i14.38132. Disponível em: https://ojs.aaai.org/index.php/AAAI/article/view/38132. Acesso em: 27 may. 2026.