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Li-Xing Li

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#machine learning Preprint Sep 2026

NGN: Learning Neural Network Size as a Differentiable Count

The Neurogenesis Network (NGN), a differentiable parameterization for learning how many ordered structural components a model should use, is introduced and results show that structural capacity can be optimized directly as a count.

Li-Xing Li · 0 citations