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Dilyara Bareeva, Maximilian Dreyer, Frederik Pahde, Wojciech Samek, Sebastian Lapuschkin

Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression

April 15, 2024
https://doi.org/10.48550/arXiv.2404.09601

Micha Horlboge, Erwin Quiring, Roland Meyer, Konrad Rieck

I still know it's you! On Challenges in Anonymizing Source Code

April 10, 2024
https://doi.org/10.48550/arXiv.2208.12553

Andreas Rieckmann, Sebastian Nielsen, Piotr Dworzynski, Heresh Amini, Søren Wengel Mogensen, Isaquel Bartolomeu Silva, Angela Y Chang, Onyebuchi A Arah, Wojciech Samek, Naja Hulvej Rod et al.

Discovering Subgroups of Children With High Mortality in Urban Guinea-Bissau: Exploratory and Validation Cohort Study

April 09, 2024
https://doi.org/10.2196/48060

Maximilian Dreyer, Erblina Purelku, Johanna Vielhaben, Wojciech Samek, Sebastian Lapuschkin

PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits

April 09, 2024
https://arxiv.org/abs/2404.06453

Oliver T. Unke, Martin Stöhr, Stefan Ganscha, Thomas Unterthiner, Hartmut Maennel, Sergii Kashubin, Daniel Ahlin, Michael Gastegger, Leonardo Medrano Sandonas, Joshua T. Berryman et al.

Biomolecular dynamics with machine-learned quantum-mechanical force fields trained on diverse chemical fragments

April 05, 2024
https://doi.org/10.1126/sciadv.adn4397

Hinrich Rahlfs, Markus Hüllebrand, Sebastian Schmitter, Christoph Strecker, Andreas Harloff, Anja Hennemuth

Learning carotid vessel wall segmentation in black blood MRI using sparsely sampled cross-sections from 3D data

April 03, 2024
https://doi.org/10.1117/12.3008294

Johanna Brosig, Nina Krüger, Isaac Wamala, Matthias Ivantsits, Simon Sündermann, Jörg Kempfert, Stefan Heldmann, Anja Hennemuth

Learning 3D aortic root assessment based on sparse annotations

April 03, 2024
https://doi.org/10.1117/12.3006445

Dwi P. A. Nugroho, Philipp M. Grulich, Steffen Zeuch, Clemens Lutz, Stefano Bortoli, Volker Markl

Benchmarking Stream Join Algorithms on GPUs: A Framework and Its Application to the State of the Art

March 28, 2024
https://openproceedings.org/2024/conf/edbt/paper-57.pdf