Lihua Cai

VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning

Traditional video reasoning segmentation methods rely on supervised fine-tuning, which limits generalization to out-of-distribution scenarios and lacks explicit reasoning. To address this, we propose VideoSeg-R1, the first framework to introduce reinforcement learning into video reasoning segmentati