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Kapoor, Nikhil, Yuan, Chun, Löhdefink, Jonas, Zimmermann, Roland, Serin Varghese, Hüger, Fabian, Schmidt, Nico, Schlicht, Peter, Fingscheidt, Tim
Published in arXiv.org (02.12.2020)
Published in arXiv.org (02.12.2020)
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Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety
Houben, Sebastian, Abrecht, Stephanie, Maram Akila, Bär, Andreas, Brockherde, Felix, Feifel, Patrick, Fingscheidt, Tim, Sujan Sai Gannamaneni, Seyed Eghbal Ghobadi, Hammam, Ahmed, Haselhoff, Anselm, Hauser, Felix, Heinzemann, Christian, Hoffmann, Marco, Kapoor, Nikhil, Kappel, Falk, Klingner, Marvin, Kronenberger, Jan, Küppers, Fabian, Löhdefink, Jonas, Mlynarski, Michael, Mock, Michael, Mualla, Firas, Pavlitskaya, Svetlana, Poretschkin, Maximilian, Pohl, Alexander, Ravi-Kumar, Varun, Rosenzweig, Julia, Rottmann, Matthias, Rüping, Stefan, Sämann, Timo, Schneider, Jan David, Schulz, Elena, Schwalbe, Gesina, Sicking, Joachim, Srivastava, Toshika, Serin Varghese, Weber, Michael, Wirkert, Sebastian, Wirtz, Tim, Woehrle, Matthias
Published in arXiv.org (29.04.2021)
Published in arXiv.org (29.04.2021)
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Traffic Sign Classifiers Under Physical World Realistic Sticker Occlusions: A Cross Analysis Study
Bayzidi, Yasin, Smajic, Alen, Huger, Fabian, Moritz, Ruby, Varghese, Serin, Schlicht, Peter, Knoll, Alois
Published in 2022 IEEE Intelligent Vehicles Symposium (IV) (05.06.2022)
Published in 2022 IEEE Intelligent Vehicles Symposium (IV) (05.06.2022)
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Conference Proceeding
Robust Semantic Segmentation by Redundant Networks With a Layer-Specific Loss Contribution and Majority Vote
Bar, Andreas, Klingner, Marvin, Varghese, Serin, Huger, Fabian, Schlicht, Peter, Fingscheidt, Tim
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
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Conference Proceeding
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates
Maag, Kira, Rottmann, Matthias, Varghese, Serin, Huger, Fabian, Schlicht, Peter, Gottschalk, Hanno
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18.07.2021)
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18.07.2021)
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Conference Proceeding
From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation
Kapoor, Nikhil, Bar, Andreas, Varghese, Serin, Schneider, Jan David, Huger, Fabian, Schlicht, Peter, Fingscheidt, Tim
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18.07.2021)
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18.07.2021)
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Conference Proceeding
An Unsupervised Temporal Consistency (TC) Loss to Improve the Performance of Semantic Segmentation Networks
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Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
The Vulnerability of Semantic Segmentation Networks to Adversarial Attacks in Autonomous Driving: Enhancing Extensive Environment Sensing
Bär, Andreas, Löhdefink, Jonas, Kapoor, Nikhil, Varghese, Serin J, Hüger, Fabian, Schlicht, Peter, Fingscheidt, Tim
Published in arXiv.org (13.01.2021)
Published in arXiv.org (13.01.2021)
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Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates
Maag, Kira, Rottmann, Matthias, Varghese, Serin, Hueger, Fabian, Schlicht, Peter, Gottschalk, Hanno
Year of Publication 14.12.2020
Year of Publication 14.12.2020
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