Adrian Schwaiger

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Data Compression

Uncertain Environments

Process Control

Top Venues

Publications

Adrian Schwaiger, Kristian Schwienbacher, Karsten Roscher
Beyond Test Accuracy: The Effects of Model Compression on CNNs. SafeAI@AAAI (2022)
Lena Heidemann, Adrian Schwaiger, Karsten Roscher
Measuring Ensemble Diversity and Its Effects on Model Robustness. AISafety@IJCAI (2021)
Simon Burton, Iwo Kurzidem, Adrian Schwaiger, Philipp Schleiss, Michael Unterreiner, Torben Gräber, Philipp Becker
Safety Assurance of Machine Learning for Chassis Control Functions. SAFECOMP (2021)
Maximilian Henne, Adrian Schwaiger, Karsten Roscher, Gereon Weiss
Benchmarking Uncertainty Estimation Methods for Deep Learning With Safety-Related Metrics. SafeAI@AAAI (2020)
Adrian Schwaiger, Poulami Sinhamahapatra, Jens Gansloser, Karsten Roscher
Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection? AISafety@IJCAI (2020)
Maximilian Henne, Adrian Schwaiger, Gereon Weiss
Managing Uncertainty of AI-based Perception for Autonomous Systems. AISafety@IJCAI (2019)