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Marvin Klingner

17

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100

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Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation.

2022 CoRR
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Detecting Adversarial Perturbations in Multi-Task Perception.

2022 CoRR
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Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations.

2022 | WACV (Workshops)
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Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety.

2021 arXiv: Learning
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Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training With Self-Supervised Depth Estimation

2020 CVPR | Computer Vision and Pattern Recognition
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Self-Supervised Domain Mismatch Estimation for Autonomous Perception.

2020 CVPR | Computer Vision and Pattern Recognition
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SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving.

2020 arXiv: Computer Vision and Pattern Recognition
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SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized With Semantic Segmentation for Autonomous Driving

2020
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Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels.

2020 arXiv: Computer Vision and Pattern Recognition
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Self-Supervised Domain Mismatch Estimation for Autonomous Perception.

2020 arXiv: Computer Vision and Pattern Recognition
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