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Adding conditional control to text-to-image diffusion models

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2026 1

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Inverse Design for Conditional Distribution Matching

cs.LG · 2026-05-10 · unverdicted · novelty 7.0

Defines Conditional Distribution Matching (CDM) as finding inputs whose induced conditional distributions match a target distribution and proposes the MLGD-F inference-time algorithm using pretrained diffusion models to solve it without retraining.

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  • Inverse Design for Conditional Distribution Matching cs.LG · 2026-05-10 · unverdicted · none · ref 45

    Defines Conditional Distribution Matching (CDM) as finding inputs whose induced conditional distributions match a target distribution and proposes the MLGD-F inference-time algorithm using pretrained diffusion models to solve it without retraining.