Serin Varghese

Serin Varghese

Volkswagen AG - - / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 4954157
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person_outline Serin Varghese's MOST POPULAR ARTICLES
1-) Inspect, understand, overcome: A survey of practical methods for ai safetyS Houben, S Abrecht, M Akila, A Bär, F Brockherde, P Feifel, ...Deep Neural Networks and Data for Automated Driving: Robustness, Uncertainty …, 2022322022
2-) The vulnerability of semantic segmentation networks to adversarial attacks in autonomous driving: Enhancing extensive environment sensingA Bar, J Lohdefink, N Kapoor, SJ Varghese, F Huger, P Schlicht, ...IEEE Signal Processing Magazine 38 (1), 42-52, 2020372020
3-) Unsupervised temporal consistency metric for video segmentation in highly-automated drivingS Varghese, Y Bayzidi, A Bar, N Kapoor, S Lahiri, JD Schneider, ...Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020372020
4-) An unsupervised temporal consistency (TC) loss to improve the performance of semantic segmentation networksS Varghese, S Gujamagadi, M Klingner, N Kapoor, A Bar, JD Schneider, ...Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021212021
5-) Robust semantic segmentation by redundant networks with a layer-specific loss contribution and majority voteA Bar, M Klingner, S Varghese, F Huger, P Schlicht, T FingscheidtProceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020212020