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Masked-attention mask trans- former for universal image segmentation

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2026 1

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Lorentz Framework for Semantic Segmentation

cs.CV · 2026-04-18 · unverdicted · novelty 6.0

A Lorentz-model hyperbolic framework for semantic segmentation that integrates with Euclidean networks, provides free uncertainty maps, and is validated on ADE20K, COCO-Stuff, Pascal-VOC and Cityscapes using DeepLabV3, SegFormer, Mask2Former and MaskFormer.

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  • Lorentz Framework for Semantic Segmentation cs.CV · 2026-04-18 · unverdicted · none · ref 10

    A Lorentz-model hyperbolic framework for semantic segmentation that integrates with Euclidean networks, provides free uncertainty maps, and is validated on ADE20K, COCO-Stuff, Pascal-VOC and Cityscapes using DeepLabV3, SegFormer, Mask2Former and MaskFormer.