Margret Keuper

RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo

GeoDiv: Framework for Measuring Geographical Diversity in Text-to-Image Models

Benchmarking Reliability and Generalization Beyond Classification

MaxSup: Overcoming Representation Collapse in Label Smoothing

Can We Talk Models Into Seeing the World Differently?

VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis

FlowBench: A Robustness Benchmark for Optical Flow Estimation

MaxSup: Fixing Label Smoothing for Improved Feature Representation

DCBM: Data-Efficient Visual Concept Bottleneck Models

Roll the dice: Monte Carlo Downsampling as a low-cost Adversarial Defence

Informed Mixing -- Improving Open Set Recognition with Deep Dynamic Data Augmentation