most citedSynaptic plasticity alters the nature of chaos transition in neural networks

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cs.LG2025

Geometric origin of adversarial vulnerability in deep learning

Yixiong Ren, Wenkang Du, Jianhui Zhou +1

Balancing training accuracy and adversarial robustness has beeen a challenge since the birth of deep learning. Here, we introduce a geometry-aware deep learning framework that leve…