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cs.CV 1

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2025 1

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Unsupervised Instance Segmentation with Superpixels

cs.CV · 2025-09-03 · conditional · novelty 6.0

A new unsupervised instance segmentation framework using MultiCut on self-supervised features, a superpixel-guided mask loss, and adaptive self-training reports SOTA results on COCO, VOC, UVO, KITTI, and SSDD.

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  • Unsupervised Instance Segmentation with Superpixels cs.CV · 2025-09-03 · conditional · none · ref 4

    A new unsupervised instance segmentation framework using MultiCut on self-supervised features, a superpixel-guided mask loss, and adaptive self-training reports SOTA results on COCO, VOC, UVO, KITTI, and SSDD.