Who Said Neural Networks Aren't Linear? https://arxiv.org/abs/2510.08570
Local Linear Attention: An Optimal Interpolation of Linear and Softmax Attention For Test-Time Regression https://www.arxiv.org/abs/2510.01450
Stability of Transformers under Layer Normalization https://arxiv.org/abs/2510.09904
Fisher Information Flow in Artificial Neural Networks https://journals.aps.org/prx/abstract/10.1103/kn3z-rmm8
Approximate Controllability of Continuity Equation of Transformers https://ieeexplore.ieee.org/abstract/document/10540044
Navigating the Latent Space Dynamics of Neural Models https://arxiv.org/abs/2505.22785
Understanding Optimization in Deep Learning with Central Flows https://arxiv.org/abs/2410.24206
Stochastic activations https://arxiv.org/abs/2509.22358
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