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FIRM: Fine-Grained Intra-Token Representation of Masks for Remote Sensing Reasoning Segmentation

#FIRM #Fine-Grained #Intra-Token #Representation #Masks

arXiv:2608.13980v1 Announce Type: new Abstract: Reasoning segmentation requires multimodal large language models (MLLMs) to translate implicit instructions into precise pixel-level masks. MLLMs encode an image as visual tokens, each of which merges a group of image patches. In remote sensing…