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Label-Free Robustness Estimation of Object Detection CNNs for Autonomous Driving Applications.

, , , and . Int. J. Comput. Vis., 129 (4): 1185-1201 (2021)

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Building robust prediction models for defective sensor data using Artificial Neural Networks., , , and . CoRR, (2018)VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection., , , , , , and . IEEE Trans. Vis. Comput. Graph., 27 (2): 261-271 (2021)Self-supervised Semantic Segmentation Grounded in Visual Concepts., , , , and . IJCAI, page 949-955. ijcai.org, (2022)Including Multi-feature Interactions and Redundancy for Feature Ranking in Mixed Datasets., , , , and . ECML/PKDD (1), volume 10534 of Lecture Notes in Computer Science, page 239-255. Springer, (2017)Diverse Selection of Feature Subsets for Ensemble Regression., , and . DaWaK, volume 10440 of Lecture Notes in Computer Science, page 259-273. Springer, (2017)Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects., , , , and . IEEE Trans. Vis. Comput. Graph., 28 (1): 1040-1050 (2022)Visual Concept Programming: A Visual Analytics Approach to Injecting Human Intelligence at Scale., , , , and . IEEE Trans. Vis. Comput. Graph., 29 (1): 74-83 (2023)Novelty-based Generalization Evaluation for Traffic Light Detection., , , and . CoRR, (2022)Label-Free Robustness Estimation of Object Detection CNNs for Autonomous Driving Applications., , , and . Int. J. Comput. Vis., 129 (4): 1185-1201 (2021)Novelty-based Generalization Evaluation for Traffic Light Detection., , , and . ICMLA, page 159-165. IEEE, (2021)