Paper "neural network verification" Papers

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Scalable Surrogate Verification of Image-Based Neural Network Control Systems Using Composition and Unrolling

Feiyang Cai, Chuchu Fan, Stanley Bak

AAAI 2025paperarXiv:2405.18554
10
citations

DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction

Kshitij Goyal, Sebastijan Dumancic, Hendrik Blockeel

AAAI 2024paperarXiv:2303.01141
8
citations