Asja Fischer
Institution: Ruhr-Universität Bochum / CASA
Research Hub(s):
Hub C: Secure Systems
E-Mail: Asja.Fischer@rub.de
Adress: IB 3/153
Website: https://informatik.rub.de/ml/
Publications:
Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing How Sampling Impacts the Robustness of Stochastic Neural Networks Approaches to Uncertainty Quantification in Federated Deep Learning SmoothLRP: Smoothing LRP by Averaging over Stochastic Input Variations Efficient Calculation of Adversarial Examples for Bayesian Neural Networks Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification Infinite ensembles for uncertainty prediction (Workshop Contribution) Uncertainty quantification with compound density network (Workshop Contribution) Leveraging Frequency Analysis for Deep Fake Image Recognition
