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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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0111 · Jan 201919922001200920172026
1 result for “perception-in-the-loop”
Perception-in-the-Loop Adversarial Examplescs.LG

A technique finds adversarial examples for deep neural networks using human perception.

problem Finding adversarial examples for deep neural networks without access to internal structure.
method Covariance Matrix Adaptation Evolution Strategy (CMA-ES) with perception-in-the-loop.
result CMA-ES can find adversarial examples with human feedback, showing favorable performance.
adversarial examplesdeep learningCMA-ESperception-in-the-loopMNIST
2019-01-21abs ↗pdf ↗