Florian Heidecker

According to our database1, Florian Heidecker authored at least 12 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation.
CoRR, 2024

2023
Sampling-based Uncertainty Estimation for an Instance Segmentation Network.
CoRR, 2023

Context Information for Corner Case Detection in Highly Automated Driving.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

What Does Really Count? Estimating Relevance of Corner Cases for Semantic Segmentation in Automated Driving.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Space, Time, and Interaction: A Taxonomy of Corner Cases in Trajectory Datasets for Automated Driving.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

2021
An Application-Driven Conceptualization of Corner Cases for Perception in Highly Automated Driving.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Description of Corner Cases in Automated Driving: Goals and Challenges.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Out-of-Distribution Detection and Generation Using Soft Brownian Offset Sampling and Autoencoders.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Knowledge Representations in Technical Systems - A Taxonomy.
CoRR, 2020

Intelligent and Interactive Video Annotation for Instance Segmentation Using Siamese Neural Networks.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Towards Corner Case Detection by Modeling the Uncertainty of Instance Segmentation Networks.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Novelty Based Driver Identification on RR Intervals from ECG Data.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020


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