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20232025
most citedFoundation Model Assisted Weakly Supervised Semantic Segmentation

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cs.CV2025

Re-purposing SAM into Efficient Visual Projectors for MLLM-Based Referring Image Segmentation

Xiaobo Yang, Xiaojin Gong

Recently, Referring Image Segmentation (RIS) frameworks that pair the Multimodal Large Language Model (MLLM) with the Segment Anything Model (SAM) have achieved impressive results.…