Iwo Kurzidem

According to our database, Iwo Kurzidem authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Towards Engineered Safe AI with Modular Concept Models.

Lena Heidemann, Iwo Kurzidem, Maureen Monnet, Karsten Roscher, Stephan Günnemann

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

SafeSens - Uncertainty Quantification of Complex Perception Systems.

Iwo Kurzidem, Simon Burton, Philipp Schleiss

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

AI for Safety: How to use Explainable Machine Learning Approaches for Safety Analyses.

Iwo Kurzidem, Simon Burton, Philipp Schleiss

Proceedings of the IJCAI-23 Joint Workshop on Artificial Intelligence Safety and Safe Reinforcement Learning (AISafety-SafeRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence(IJCAI2023), 2023

2022

Towards the Quantitative Verification of Deep Learning for Safe Perception.

Philipp Schleiss, Yuki Hagiwara, Iwo Kurzidem, Francesco Carella

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

Safety Assessment: From Black-Box to White-Box.

Iwo Kurzidem, Adam Misik, Philipp Schleiss, Simon Burton

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

Towards Continuous Safety Assurance for Autonomous Systems.

Philipp Schleiss, Francesco Carella, Iwo Kurzidem

Proceedings of the 6th International Conference on System Reliability and Safety, 2022

On Perceptual Uncertainty in Autonomous Driving under Consideration of Contextual Awareness.

Ahmad Saad, Nischal Bangalore, Iwo Kurzidem, Philipp Schleiss

Proceedings of the 6th International Conference on System Reliability and Safety, 2022

2021

Safety Assurance of Machine Learning for Chassis Control Functions.

Simon Burton, Iwo Kurzidem, Adrian Schwaiger, Philipp Schleiss, Michael Unterreiner, Torben Gräber, Philipp Becker

Proceedings of the Computer Safety, Reliability, and Security, 2021

2020

A Systematic Approach to Analyzing Perception Architectures in Autonomous Vehicles.

Iwo Kurzidem, Ahmad Saad, Philipp Schleiss

Proceedings of the Model-Based Safety and Assessment - 7th International Symposium, 2020