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In: Proceedings of the AAAI Conference on Artificial Intelligence

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cs.CV 1

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2026 1

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UNVERDICTED 1

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Diffusion Model as a Generalist Segmentation Learner

cs.CV · 2026-04-27 · unverdicted · novelty 6.0

DiGSeg repurposes diffusion U-Nets as generalist segmentation learners by conditioning on image-mask latents and multi-scale CLIP text features, achieving strong cross-domain performance.

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  • Diffusion Model as a Generalist Segmentation Learner cs.CV · 2026-04-27 · unverdicted · none · ref 6

    DiGSeg repurposes diffusion U-Nets as generalist segmentation learners by conditioning on image-mask latents and multi-scale CLIP text features, achieving strong cross-domain performance.