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Strategy to Increase the Safety of a DNN-based Perception for HAD Systems., , and . CoRR, (2020)Unsupervised Domain Adaptation to Improve Image Segmentation Quality Both in the Source and Target Domain., , , , , , , and . CVPR Workshops, page 1404-1413. Computer Vision Foundation / IEEE, (2019)A Self-Supervised Feature Map Augmentation (FMA) Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs., , , , , , , , and . CSCS, page 3:1-3:8. ACM, (2020)Focussing Learned Image Compression to Semantic Classes for V2X Applications., , , , , and . IV, page 1641-1648. IEEE, (2020)From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation., , , , , , and . CoRR, (2020)Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates., , , , and . CoRR, (2020)MetaFusion: Controlled False-Negative Reduction of Minority Classes in Semantic Segmentation., , , , and . CoRR, (2019)Performance Prediction for Semantic Segmentation by a Self-Supervised Image Reconstruction Decoder., , , , , and . CVPR Workshops, page 4398-4407. IEEE, (2022)Unsupervised Temporal Consistency Metric for Video Segmentation in Highly-Automated Driving., , , , , , , , , and . CVPR Workshops, page 1369-1378. Computer Vision Foundation / IEEE, (2020)From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation., , , , , , and . IJCNN, page 1-8. IEEE, (2021)