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Bbdm: Image- to-image translation with brownian bridge diffusion models

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cs.CV 1

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2025 1

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UNVERDICTED 1

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Residual Diffusion Bridge Model for Image Restoration

cs.CV · 2025-10-27 · unverdicted · novelty 6.0

RDBM reformulates generalized diffusion bridge SDEs to use distribution residuals for adaptive noise modulation, unifying prior bridge models as special cases and achieving SOTA on image restoration tasks.

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  • Residual Diffusion Bridge Model for Image Restoration cs.CV · 2025-10-27 · unverdicted · none · ref 29

    RDBM reformulates generalized diffusion bridge SDEs to use distribution residuals for adaptive noise modulation, unifying prior bridge models as special cases and achieving SOTA on image restoration tasks.