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Matthias Rottmann
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Matthias Rottmann16 visible / 16 total nodes / 30 links

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Co-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalMatthias RottmannAMatthias RottmannResearcherJialong WuAJialong WuResearcherYihan WangAYihan WangResearcherComputer VisionTComputer Vision30606 worksGradient-Based Quantification of Epistemic Uncertainty for Deep Object DetectorsWGradient-Based Quantifi...preprint / 2022Semi-supervised domain adaptation with CycleGAN guided by a downstream task lossWSemi-supervised domain ...preprint / 2022Towards Unsupervised Open World Semantic SegmentationWTowards Unsupervised Op...preprint / 2022Detection and Retrieval of Out-of-Distribution Objects in Semantic SegmentationWDetection and Retrieval...preprint / 2020Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation NetworksWTime-Dynamic Estimates ...preprint / 2020Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesWImproving Video Instanc...preprint / 2021False Negative Reduction in Semantic Segmentation under Domain Shift using Depth EstimationWFalse Negative Reductio...preprint / 2022Adaptive algebraic multigrid on SIMD architecturesWAdaptive algebraic mult...preprint / 2015Control Your Queries: Heterogeneous Query Interaction for Camera-Radar FusionWControl Your Queries: H...preprint / 2026UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANsWUQGAN: A Unified Model ...preprint / 2023Detecting and Learning the Unknown in Semantic SegmentationWDetecting and Learning ...preprint / 2022A Convenient Infinite Dimensional Framework for Generative Adversarial LearningWA Convenient Infinite D...preprint / 2023
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Matthias Rottmann

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PersonJialong WuCo-authorship / ResearcherPersonYihan WangCo-authorship / ResearcherTopicComputer VisionWorks on / 30606 worksPaperGradient-Based Quantification of Epistemic Uncertainty for Deep Object DetectorsAuthorship / preprint / 2022PaperSemi-supervised domain adaptation with CycleGAN guided by a downstream task lossAuthorship / preprint / 2022PaperTowards Unsupervised Open World Semantic SegmentationAuthorship / preprint / 2022PaperDetection and Retrieval of Out-of-Distribution Objects in Semantic SegmentationAuthorship / preprint / 2020PaperTime-Dynamic Estimates of the Reliability of Deep Semantic Segmentation NetworksAuthorship / preprint / 2020

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