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20242026
most citedA Simple Image Segmentation Framework via In-Context Examples

2 citations · 3 across the 8 of their papers we have counts for

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cs.CV2025

Unified Open-World Segmentation with Multi-Modal Prompts

Yang Liu, Yufei Yin, Chenchen Jing +7

In this work, we present COSINE, a unified open-world segmentation model that consolidates open-vocabulary segmentation and in-context segmentation with multi-modal prompts (e.g.,…

cs.CV2025

SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories

Muzhi Zhu, Yuzhuo Tian, Hao Chen +5

While MLLMs have demonstrated adequate image understanding capabilities, they still struggle with pixel-level comprehension, limiting their practical applications. Current evaluati…