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Proof of Proposition 3.3

Integrating these components, we arrive at the final result: Ext,t λ(t)||v(xt, t) − v∗(xt, t)||2 = Ext,t,x0 λ(t)||∇xt log q(xt|x0)||2 − 2Ext,t λ(t) Ex0|xt,t ∇xt log q(xt|x0)|xt, t , v∗(xt, t) + Ext,t,x0 λ(t)||v∗(xt, t)||2 − min v′ Ext,t,x0 · 2000

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Inverse Bridge Matching Distillation

cs.LG · 2025-02-03 · conditional · novelty 6.0

Inverse Bridge Matching Distillation converts a trained diffusion bridge model into a one-step or few-step generator by matching the teacher's drift through a tractable inverse bridge matching objective.

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  • Inverse Bridge Matching Distillation cs.LG · 2025-02-03 · conditional · none · ref 14

    Inverse Bridge Matching Distillation converts a trained diffusion bridge model into a one-step or few-step generator by matching the teacher's drift through a tractable inverse bridge matching objective.