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Neural networks for safety-critical applications - Challenges, experiments and perspectives.

, , , , , , , и . DATE, стр. 1005-1006. IEEE, (2018)

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Chih-Hong Cheng

Cheng Hong

Chih-Cheng Jeng

Chih-Chieh Cheng

Chih-Cheng Peng

 

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Runtime Monitoring DNN-Based Perception., , и . CoRR, (2023)Monitoring Object Detection Abnormalities via Data-Label and Post-Algorithm Abstractions., , , и . IROS, стр. 6688-6693. IEEE, (2021)Safeguarding Learning-based Control for Smart Energy Systems with Sampling Specifications., , , , и . PRDC, стр. 239-241. IEEE, (2023)Mixed-Neighborhood, Multi-speed Cellular Automata for Safety-Aware Pedestrian Prediction., , , и . SEFM, том 13085 из Lecture Notes in Computer Science, стр. 501-520. Springer, (2021)EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union., , , и . CoRR, (2024)Safety Performance of Neural Networks in the Presence of Covariate Shift., , и . VSTTE, том 14095 из Lecture Notes in Computer Science, стр. 20-30. Springer, (2023)Verification of Binarized Neural Networks via Inter-Neuron Factoring, , , и . (2017)cite arxiv:1710.03107Comment: Version 2: add proofs for hardness of PTAS approximability, remove experiments on randomized examples and some not-so-important optimizations.nn-dependability-kit: Engineering Neural Networks for Safety-Critical Autonomous Driving Systems., , и . ICCAD, стр. 1-6. ACM, (2019)Safety-Aware Hardening of 3D Object Detection Neural Network Systems.. SAFECOMP, том 12234 из Lecture Notes in Computer Science, стр. 213-227. Springer, (2020)Facilitating Change Implementation for Continuous ML-Safety Assurance., , , , , , , , , и 2 other автор(ы). CoRR, (2022)