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What is Denoising Diffusion Bridge Models (DDBMs) about?

The document introduces Denoising Diffusion Bridge Models (DDBMs), a novel framework that enhances diffusion models for generative tasks like image translation by directly modeling the transport between two paired distributions. DDBMs unify existing generative modeling paradigms and improve performance on image translation tasks, achieving better image quality and translation faithfulness compared to baseline methods. The framework allows for scalable adaptations of diffusion-based methods, demonstrating co

Author

jiyoha8006

Language

EN