Počet publikací: 7
2026
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Hidden-Layer Monitoring for Out-of-Distribution Localization in Image Segmentation
International Conference on Runtime Verification, rok: 2026
2025
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A Literature Review on Verification and Abstraction of Neural Networks Within the Formal Methods Community
Principles of Verification: Cycling the Probabilistic Landscape : Essays Dedicated to Joost-Pieter Katoen on the Occasion of His 60th Birthday, rok: 2025, počet stran: 27 s., DOI
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Explainably Safe Reinforcement Learning
The Thirty-ninth Annual Conference on Neural Information Processing Systems, rok: 2025
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Gaussian-Based and Outside-the-Box Runtime Monitoring Join Forces
RV 2024, 24th International Conference on Runtime Verification, rok: 2025, DOI
2024
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Monitizer: Automating Design and Evaluation of Neural Network Monitors
CAV 2024, International Conference on Computer Aided Verification, rok: 2024, DOI
2023
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Guessing Winning Policies in LTL Synthesis by Semantic Learning
Computer Aided Verification - 35th International Conference, CAV 2023, Proceedings, Part I, rok: 2023, DOI
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Runtime Monitoring for Out-of-Distribution Detection in Object Detection Neural Networks
FORMAL METHODS, FM 2023, rok: 2023, DOI