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Robustness Verification of Semantic Segmentation Neural Networks Using Relaxed Reachability.

, , , , , , , and . CAV (1), volume 12759 of Lecture Notes in Computer Science, page 263-286. Springer, (2021)

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CMOS impedance spectroscopy sensor array with synchronous voltage-to-frequency converters., , and . MWSCAS, page 1-4. IEEE, (2015)Benchmark: Formal Verification of Semantic Segmentation Neural Networks., , and . AISoLA, volume 14380 of Lecture Notes in Computer Science, page 311-330. Springer, (2023)Robustness Verification of Semantic Segmentation Neural Networks Using Relaxed Reachability., , , , , , , and . CAV (1), volume 12759 of Lecture Notes in Computer Science, page 263-286. Springer, (2021)Formal Verification of Long Short-Term Memory based Audio Classifiers: A Star based Approach., and . FMAS@iFM, volume 395 of EPTCS, page 162-179. (2023)Placement-Based Nonlinearity Reduction Technique for Differential Current-Steering DAC., , , and . IEEE Trans. Very Large Scale Integr. Syst., 24 (1): 233-242 (2016)Work In Progress: Safety and Robustness Verification of Autoencoder-Based Regression Models using the NNV Tool., and . SNR, volume 361 of EPTCS, page 79-88. (2021)DeepECO: Applying Deep Learning for Occupancy Detection from Energy Consumption Data., , and . ICMLA, page 1938-1943. IEEE, (2019)Robustness Verification of Deep Neural Networks Using Star-Based Reachability Analysis with Variable-Length Time Series Input., , and . FMICS, volume 14290 of Lecture Notes in Computer Science, page 170-188. Springer, (2023)Verification of piecewise deep neural networks: a star set approach with zonotope pre-filter., , , , , , , , and . Formal Aspects Comput., 33 (4-5): 519-545 (2021)