Serin Varghese
Orcid: 0000-0002-4233-491X
According to our database1,
Serin Varghese
authored at least 9 papers
between 2020 and 2022.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2022
Traffic Sign Classifiers Under Physical World Realistic Sticker Occlusions: A Cross Analysis Study.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022
2021
The Vulnerability of Semantic Segmentation Networks to Adversarial Attacks in Autonomous Driving: Enhancing Extensive Environment Sensing.
IEEE Signal Process. Mag., 2021
CoRR, 2021
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates.
Proceedings of the International Joint Conference on Neural Networks, 2021
From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation.
Proceedings of the International Joint Conference on Neural Networks, 2021
An Unsupervised Temporal Consistency (TC) Loss To Improve the Performance of Semantic Segmentation Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
Unsupervised Temporal Consistency Metric for Video Segmentation in Highly-Automated Driving.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Robust Semantic Segmentation by Redundant Networks With a Layer-Specific Loss Contribution and Majority Vote.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
A Self-Supervised Feature Map Augmentation (FMA) Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs.
Proceedings of the CSCS '20: Computer Science in Cars Symposium, 2020