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Fabian Mahling, Marcel Weisgut, Tilmann Rabl
Fetch Me If You Can: Evaluating CPU Cache Prefetching and Its Reliability on High Latency Memory
Hao Chen, Sebastian Schelter
Towards Automated Task-Aware Data Validation
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
Michael Plainer, Hao Wu, Leon Klein, Stephan Günnemann, Frank Noé
Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
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
J. Thorben Frank, Winfried Ripken, Gregor Lied, Klaus-Robert Müller, Oliver T. Unke, Stefan Chmiela
Sampling 3D Molecular Conformers with Diffusion Transformers
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
Haralampos Gavriilidis, Kaustubh Beedkar, Matthias Boehm, Volker Markl
Share on Fast and Scalable Data Transfer Across Data Systems
Sidney Bender, Jan Herrmann, Klaus-Robert Müller, Grégoire Montavon
Towards Desiderata-Driven Design of Visual Counterfactual Explainers
Philipp Wiesner, Dennis Grinwald, Philipp Weiß, Patrick Wilhelm, Ramin Khalili, Odej Kao