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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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1 result for “k-WTA”
Enhancing Adversarial Defense by k-Winners-Take-Allcs.LG

A new activation function k-WTA improves neural network defenses against adversarial attacks.

problem Improving neural network robustness against gradient-based adversarial attacks.
method Proposes k-Winners-Take-All activation function and analyzes its effectiveness.
result k-WTA activation significantly enhances neural network robustness against adversarial attacks.
neural networksadversarial attacksk-WTAactivation functiongradient-based
2019-05-25abs ↗pdf ↗