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cs.LG 1

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2025 1

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CONDITIONAL 1

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Concept Reachability in Diffusion Models: Beyond Dataset Constraints

cs.LG · 2025-05-25 · conditional · novelty 6.0

In a controlled synthetic setup, concept reachability in diffusion models drops abruptly below about 1% training presence, and activation steering remains more reliable than prompting under scarcity, underspecification, and bias.

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  • Concept Reachability in Diffusion Models: Beyond Dataset Constraints cs.LG · 2025-05-25 · conditional · none · ref 1

    In a controlled synthetic setup, concept reachability in diffusion models drops abruptly below about 1% training presence, and activation steering remains more reliable than prompting under scarcity, underspecification, and bias.