Robert Schmier

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Outlier Detection

Salient Features

Domain Independent

Detect Outliers

Top Venues

Trans. Mach. Learn. Res.

Publications

Robert Schmier, Ullrich Köthe, Christoph-Nikolas Straehle
Positive Difference Distribution for Image Outlier Detection using Normalizing Flows and Contrastive Data. Trans. Mach. Learn. Res. 2023 (2023)
Jens Müller, Stefan T. Radev, Robert Schmier, Felix Draxler, Carsten Rother, Ullrich Köthe
Finding Competence Regions in Domain Generalization. CoRR (2023)
Jens Müller, Stefan T. Radev, Robert Schmier, Felix Draxler, Carsten Rother, Ullrich Köthe
Finding Competence Regions in Domain Generalization. Trans. Mach. Learn. Res. 2023 (2023)
Robert Schmier, Ullrich Köthe, Christoph-Nikolas Straehle
Anomaly Detection using Contrastive Normalizing Flows. CoRR (2022)
Jens Müller, Robert Schmier, Lynton Ardizzone, Carsten Rother, Ullrich Köthe
Learning Robust Models Using the Principle of Independent Causal Mechanisms. GCPR (2021)
Jens Müller, Robert Schmier, Lynton Ardizzone, Carsten Rother, Ullrich Köthe
Learning Robust Models Using The Principle of Independent Causal Mechanisms. CoRR (2020)