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Papers and research notes on neural networks, geometry, and learned structure.

Invertible Memory Flow NetworksA preliminary study of tree-structured memory for long sequences. 2026·01 Measuring What Neural Networks Really LearnA framework for estimating neural network intrinsic dimensionality through geometric distillation. 2025·12
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