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Researchers Update USD Paper to Link Drifting Models With Score-Difference Flow

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💡 To those interested in drifting models: valuable ideas can sometimes be overlooked in the fast-moving literature. Romann Weber’s Score-Difference Flow (TMLR’23) already contains several important ingredients closely related to drifting models, including kernel-based attractive–repulsive transport and a transport-then-projection training view. We updated Sec. 5.1 of our USD paper, A Unified View of Score-Based and Drifting Models, to make this connection explicit and give proper visibility to this earlier work (see also Score-Diff's Sec. D.2).

8:01 AM · May 19, 2026 View on X