Adrian Schwaiger

According to our database, Adrian Schwaiger authored at least 6 papers between 2019 and 2022.

Collaborative distances:

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

2022

Beyond Test Accuracy: The Effects of Model Compression on CNNs.

Adrian Schwaiger, Kristian Schwienbacher, Karsten Roscher

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 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

Measuring Ensemble Diversity and Its Effects on Model Robustness.

Lena Heidemann, Adrian Schwaiger, Karsten Roscher

Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021

2020

Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection?

Adrian Schwaiger, Poulami Sinhamahapatra, Jens Gansloser, Karsten Roscher

Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020

Benchmarking Uncertainty Estimation Methods for Deep Learning With Safety-Related Metrics.

Maximilian Henne, Adrian Schwaiger, Karsten Roscher, Gereon Weiss

Proceedings of the Workshop on Artificial Intelligence Safety, 2020

2019

Managing Uncertainty of AI-based Perception for Autonomous Systems.

Maximilian Henne, Adrian Schwaiger, Gereon Weiss

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, 2019