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concept guidance 1few-shot segmentation 1in-context segmentation 1large language models 1robustness 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CV2026

Toward Robust In-Context Segmentation via Concept Guidance

Zhigang Chen, Xiawu Zheng, Rongrong Ji

The paper proposes Concept-Guided In-Context Segmentation (CG-ICS), which improves the robustness of few-shot image segmentation by extracting high-level semantic concepts from ref…