InstructSAM: Segment Any Instance with Any Instructions 事件

InstructSAM: Segment Any Instance with Any Instructions arXiv:2605.26102v1 Announce Type: new Abstract: In this paper, we introduce InstructSAM, a unified and streamlined framework designed for multi-instance segmentation under arbitrary instructions. We formulates instruction-driven instance segmentation as a set-structured query prediction problem and propose an explicit reasoning-to-instance query interface that elegantly bridges a vision-language model (VLM) and SAM3. Specifically, a bank o