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Rama: A rapid multicut algorithm on gpu, in: Proceedings of the IEEE /CVF Conference on Computer Vision and Pattern Recognition, pp

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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 1

    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.