Position paper advocating that generative modeling over neural network weight spaces be standardized as a core primitive, based on the claim that high-performing models occupy structured low-dimensional regions.
Generative modeling of weights: Generalization or memorization? InCVPR, 2026
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Position: Weight Space Should Be a First-Class Generative AI Modality
Position paper advocating that generative modeling over neural network weight spaces be standardized as a core primitive, based on the claim that high-performing models occupy structured low-dimensional regions.