Niclas Pokel
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126
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2026
Learning Compositional Latent Structure with Vector Networks
The paper introduces the Vector Network (VN), a novel recurrent architecture that replaces fixed weight matrices with reusable weight atoms, enabling superior compositional generalization by making structure a core architectural property.
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