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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)

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Bootstrapping Perception using Information Theory: Case Studies in a quadruped Robot Running on Different grounds., , , and . Adv. Complex Syst., (2013)Continual Unsupervised Domain Adaptation for Semantic Segmentation by Online Frequency Domain Style Transfer., , , , and . ITSC, page 2881-2888. IEEE, (2021)Unsupervised Temporal Consistency Metric for Video Segmentation in Highly-Automated Driving., , , , , , , , , and . CVPR Workshops, page 1369-1378. Computer Vision Foundation / IEEE, (2020)On Low-Bitrate Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation., , , , , and . IV, page 424-431. IEEE, (2019)Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis., , , , , , , , , and 1 other author(s). IV Workshops, page 182-189. IEEE, (2021)Augmentation-based Domain Generalization for Semantic Segmentation., , , and . IV, page 1-8. IEEE, (2023)Self-Supervised Domain Mismatch Estimation for Autonomous Perception., , , , , , and . CVPR Workshops, page 1359-1368. Computer Vision Foundation / IEEE, (2020)Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation., , , , and . CoRR, (2023)Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation., , , , and . WACV, page 2818-2828. IEEE, (2024)Learning and Adaptation of Sensorimotor Contingencies: Prism-Adaptation, a Case Study., , , , , and . SAB, volume 7426 of Lecture Notes in Computer Science, page 341-350. Springer, (2012)