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2020 – today
- 2025
[i7]Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby, Felix Friedrich, Maurice Kraus, Krishna Kalyan, Kourosh Nadi, Huu Nguyen, Kristian Kersting, Sören Auer:
EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition. CoRR abs/2505.20033 (2025)- [i6]Mehdi Ali, Manuel Brack, Max Lübbering, Elias Wendt, Abbas Goher Khan, Richard Rutmann, Alex Jude, Maurice Kraus, Alexander Arno Weber, David Kaczér, Florian Mai, Lucie Flek, Rafet Sifa, Nicolas Flores-Herr, Joachim Köhler, Patrick Schramowski, Michael Fromm, Kristian Kersting:
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models. CoRR abs/2505.22232 (2025) - [i5]Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby, Felix Friedrich, Maurice Kraus, Kourosh Nadi, Huu Nguyen, Kristian Kersting, Sören Auer:
EmoNet-Voice: A Fine-Grained, Expert-Verified Benchmark for Speech Emotion Detection. CoRR abs/2506.09827 (2025) - 2024
- [i4]Maurice Kraus, David Steinmann, Antonia Wüst
, Andre Kokozinski, Kristian Kersting:
Right on Time: Revising Time Series Models by Constraining their Explanations. CoRR abs/2402.12921 (2024) - [i3]Maurice Kraus, Felix Divo, David Steinmann, Devendra Singh Dhami, Kristian Kersting:
United We Pretrain, Divided We Fail! Representation Learning for Time Series by Pretraining on 75 Datasets at Once. CoRR abs/2402.15404 (2024) - [i2]Maurice Kraus, Felix Divo, Devendra Singh Dhami, Kristian Kersting:
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories. CoRR abs/2410.16928 (2024) - [i1]David Steinmann, Felix Divo, Maurice Kraus, Antonia Wüst, Lukas Struppek, Felix Friedrich, Kristian Kersting:
Navigating Shortcuts, Spurious Correlations, and Confounders: From Origins via Detection to Mitigation. CoRR abs/2412.05152 (2024) - 2023
- [c2]Volker Knauthe, Thomas Pöllabauer, Katharina Faller, Maurice Kraus, Tristan Wirth, Max von Buelow, Arjan Kuijper, Dieter W. Fellner:
Distortion-Based Transparency Detection Using Deep Learning on a Novel Synthetic Image Dataset. SCIA (1) 2023: 251-267 - 2022
- [c1]Volker Knauthe, Maurice Kraus, Max von Buelow, Tristan Wirth, Arne Rak, Laurenz Merth, Alexander Erbe, Christian Kontermann, Stefan Guthe, Arjan Kuijper, Dieter W. Fellner:
Alignment and Reassembly of Broken Specimens for Creep Ductility Measurements. VMV 2022: 33-40
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