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Kim A. Nicoli, Christopher J. Anders, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima
Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories
Haralampos Gavriilidis, Felix Henze, Eleni Tzirita Zacharatou, Volker Markl
SheetReader: Efficient Specialized Spreadsheet Parsing
Steve Ahlswede, Christian Schulz, Christiano Gava, Patrick Helber, Benjamin Bischke, Michael Förster, Florencia Arias, Jörn Hees, Begüm Demir, Birgit Kleinschmit et al.
TreeSatAI Benchmark Archive: a Multi-Sensor, Multi-Label Dataset for Tree Species Classification in Remote Sensing
Battista Biggio, Nicholas Carlini, Pavel Laskov, Konrad Rieck, Antonio Emanuele Cinà
Security of Machine Learning
Stefan Chmiela, Valentin Vassilev-Galindo, Oliver T Unke, Adil Kabylda, Huziel E Sauceda, Alexandre Tkatchenko, Klaus-Robert Müller
Accurate global machine learning force fields for molecules with hundreds of atoms
J. Thorben Frank, Oliver T. Unke, Klaus-Robert Müller
So3krates: Equivariant Attention for Interactions on Arbitrary Length-Scales in Molecular Systems
Andreas Dewald, Felix Freiling, Tobias Gross, Dennis Kniel, Robert Michael, Konrad Rieck
Möglichkeiten und Grenzen KI-gestützter Analyse digitaler Spuren
Lukas Muttenthaler, Jonas Dippel, Lorenz Linhardt, Robert A. Vandermeulen, Simon Kornblith
Human alignment of neural network representations
Philipp Keyl, Philip Bischoff, Gabriel Dernbach, Michael Bockmayr, Rebecca Fritz, David Horst, Nils Blüthgen, Gregoire Montavon, Klaus-Robert Müller, Frederick Klauschen et al.
Single-cell gene regulatory network prediction by explainable AI
Pattarawat Chormai, Jan Herrmann, Klaus-Robert Müller, Gregoire Montavon