AI RESEARCH
ConceptSeg-R1: Segment Any Concept via Meta-Reinforcement Learning
arXiv CS.CV
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ArXi:2605.20385v1 Announce Type: new Recent progress in promptable segmentation has shifted visual perception from object-level localization toward concept-level understanding. However, the notion of a concept remains under-specified, making it unclear whether current methods truly generalize beyond category recognition.