Maria Lyssenko

According to our database¹, Maria Lyssenko authored at least 8 papers between 2021 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2025

Leveraging Domain Knowledge for Deep Neural Network Safety.

[BibT_eX]

[DOI]

Maria Lyssenko

PhD thesis, 2025

2024

A Safety-Adapted Loss for Pedestrian Detection in Automated Driving.

[BibT_eX]

[DOI]

CoRR, 2024

A Flow-Based Credibility Metric for Safety-Critical Pedestrian Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops, 2024

A Safety-Adapted Loss for Pedestrian Detection in Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

What Does Really Count? Estimating Relevance of Corner Cases for Semantic Segmentation in Automated Driving.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Towards Safety-Aware Pedestrian Detection in Autonomous Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021

Instance Segmentation in CARLA: Methodology and Analysis for Pedestrian-oriented Synthetic Data Generation in Crowded Scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

From Evaluation to Verification: Towards Task-Oriented Relevance Metrics for Pedestrian Detection in Safety-Critical Domains.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Maria Lyssenko

Timeline

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