sds-bridge.github.io

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title

Score Distillation as a Bridge Between Image Distributions

description

Rethinking Score Distillation as a Bridge Between Image Distributions

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author

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2026-03-06 20:34:38

raw text

SDS Bridge Rethinking Score Distillation as a Bridge Between Image Distributions Rethinking Score Distillation as a Bridge Between Image Distributions David McAllister , &nbsp Songwei Ge , &nbsp Jia-Bin Huang &nbsp David W. Jacobs &nbsp Alexei A. Efros &nbsp Aleksander Holynski &nbsp Angjoo Kanazawa &nbsp equal contribution &nbsp University of Maryland, College Park &nbsp UC Berkeley Paper arXiv Code BibTex TLDR: A unified framework to explain SDS and its variants, plus a new method that is fast & high-quality. A Better Understanding of SDS Score distillation sampling 1 enables the use of diffusion priors for tasks operating in data poor domains. However, it suffers from signficant artifacts that a number of follow-up works have tried to address 2 3 4 5 6 . ...

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