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David Jacob Drexlin, Jonas Dippel, Julius Hense, Niklas Prenißl, Grégoire Montavon, Frederick Klauschen, Klaus-Robert Müller

MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification

June 20, 2025
https://doi.org/10.48550/arXiv.2506.17140

Jonas R. Naujoks, Aleksander Krasowski, Moritz Weckbecker, Galip Ümit Yolcu, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek, René P. Klausen

Leveraging Influence Functions for Resampling Data in Physics-Informed Neural Networks

June 19, 2025
https://doi.org/10.48550/arXiv.2506.16443

J. Thorben Frank, Winfried Ripken, Gregor Lied, Klaus-Robert Müller, Oliver T. Unke, Stefan Chmiela

Sampling 3D Molecular Conformers with Diffusion Transformers

June 18, 2025
https://doi.org/10.48550/arXiv.2506.15378

Laura Kopf, Nils Feldhus, Kirill Bykov, Philine Lou Bommer, Anna Hedström, Marina M.-C. Höhne, Oliver Eberle

Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework

June 18, 2025
https://doi.org/10.48550/arXiv.2506.15538

Haralampos Gavriilidis, Kaustubh Beedkar, Matthias Boehm, Volker Markl

Share on Fast and Scalable Data Transfer Across Data Systems

June 18, 2025
https://doi.org/10.1145/3725294

Sidney Bender, Jan Herrmann, Klaus-Robert Müller, Grégoire Montavon

Towards Desiderata-Driven Design of Visual Counterfactual Explainers

June 17, 2025
https://doi.org/10.48550/arXiv.2506.14698

Philipp Wiesner, Dennis Grinwald, Philipp Weiß, Patrick Wilhelm, Ramin Khalili, Odej Kao

Carbon-AwareQualityAdaptationforEnergy-IntensiveServices

June 17, 2025
https://doi.org/10.1145/3679240.3734614

Sayed Mohammad Vakilzadeh Hatefi, Maximilian Dreyer, Reduan Achtibat, Patrick Kahardipraja, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

Attribution-guided Pruning for Compression, Circuit Discovery, and Targeted Correction in LLMs

June 16, 2025
https://doi.org/10.48550/arXiv.2506.13727