Margret Keuper

University of Mannheim — Germany

Computer Science · Physical Sciences

19h-index5.5kcitations156works0.52yr avg
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Research Topics

Advanced Neural Network Applications(35), Adversarial Robustness in Machine Learning(25), Advanced Vision and Imaging(19), Advanced Image and Video Retrieval Techniques(19), Advanced Image Processing Techniques(18)

Publications156 total

STELLA: A modular framework for SpatioTemporal Event-based Lagrangian particLe trAcking
2026Open Access
GeoDiv: Framework For Measuring Geographical Diversity In Text-To-Image Models
arXiv (Cornell University)·2026Open Access
GeoDiv: Framework For Measuring Geographical Diversity In Text-To-Image Models
ArXiv.org·2026Open Access
RAWDet-7: A Multi-Scenario Benchmark for Object Detection and Description on Quantized RAW Images
ArXiv.org·2026Open Access
RAWDet-7: A Multi-Scenario Benchmark for Object Detection and Description on Quantized RAW Images
arXiv (Cornell University)·2026Open Access
$$\gamma $$-Quant: Towards Learnable Quantization for Low-Bit Pattern Recognition
Lecture notes in computer science·2026
Global Dynamics of Climate Change Imagery: Emotional and Engagement Effects Across Visual Frames on Twitter/X
Science Communication·2025Open Access
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 1 cited
Vision At Night: Exploring Biologically Inspired Preprocessing For Improved Robustness Via Color And Contrast Transformations
arXiv (Cornell University)·2025Open Access
Missing Fine Details in Images: Last Seen in High Frequencies
arXiv (Cornell University)·2025Open Access
Faithful, Interpretable Chest X-ray Diagnosis with Anti-Aliased B-cos Networks
arXiv (Cornell University)·2025Open Access
Smart Eyes for Silent Threats: VLMs and In-Context Learning for THz Imaging
ArXiv.org·2025Open Access
TRIX- Trading Adversarial Fairness via Mixed Adversarial Training
arXiv (Cornell University)·2025Open Access
Segment Any Repeated Object
2025
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation
arXiv (Cornell University)·2025Open Access
CROC: Evaluating and Training T2I Metrics with Pseudo- and Human-Labeled Contrastive Robustness Checks
arXiv (Cornell University)·2025Open Access
RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
arXiv (Cornell University)·2025Open Access
DispBench: Benchmarking Disparity Estimation to Synthetic Corruptions
arXiv (Cornell University)·2025Open Access
Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?
arXiv (Cornell University)·2025Open Access
Corner Cases: How Size and Position of Objects Challenge ImageNet-Trained Models
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Thomas Brox(14), Janis Keuper(11), Olaf Ronneberger(7), Bjoern Andres(5), Hans Burkhardt(5), Eddy Ilg(4), Tonmoy Saikia(4), Bernt Schiele(4), Franz‐Josef Pfreundt(4), Mario Fritz(4), Jovita Lukasik(4), Thorsten Schmidt(4), Jan Padeken(4), Patrick Heun(4), Ricard Durall(3), Maja Temerinac-Ott(3), Julia Grabinski(3), Kalun Ho(3), Steffen Jung(3), Klaus Palme(3)