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#machine learning Preprint Sep 2026

Transferable Graph Metanetworks

A weight space network (or metanetwork) takes the weights of another neural network as input and predicts properties of it. Most prior work trains such models on input networks of one or a few fixed sizes and evaluates them in-distribution. The few attempts at out-of-distribution size generalization remain limited in s...

Yu-Xin Ma, A. Dayan, Yam Eitan et al. · 0 citations

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