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20232026
most citedBridge the Points: Graph-based Few-shot Segment Anything Semantically

3 citations · 3 across the 4 of their papers we have counts for

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cs.CV2026

Rethinking MLLM Itself as a Segmenter with a Single Segmentation Token

Anqi Zhang, Xiaokang Ji, Guangyu Gao +3

Recent segmentation methods leveraging Multi-modal Large Language Models (MLLMs) have shown reliable object-level segmentation and enhanced spatial perception. However, almost all…