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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

February 27 , 2023
https://arxiv.org/abs/2302.14082

Haralampos Gavriilidis, Felix Henze, Eleni Tzirita Zacharatou, Volker Markl

SheetReader: Efficient Specialized Spreadsheet Parsing

February 15 , 2023
https://doi.org/10.1016/j.is.2023.102183

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

February 08 , 2023
https://doi.org/10.5194/essd-15-681-2023

Battista Biggio, Nicholas Carlini, Pavel Laskov, Konrad Rieck, Antonio Emanuele Cinà

Security of Machine Learning

February 03 , 2023
https://drops.dagstuhl.de/opus/volltexte/2023/17611/

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

January 11 , 2023
https://www.science.org/doi/10.1126/sciadv.adf0873

Andreas Dewald, Felix Freiling, Tobias Gross, Dennis Kniel, Robert Michael, Konrad Rieck

Möglichkeiten und Grenzen KI-gestützter Analyse digitaler Spuren

2023
https://www.kriminalistik.de/82568.htm

Lukas Muttenthaler, Jonas Dippel, Lorenz Linhardt, Robert A. Vandermeulen, Simon Kornblith

Human alignment of neural network representations

2023
https://arxiv.org/abs/2211.01201

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

2023
https://academic.oup.com/nar/article/51/4/e20/6984592

Pattarawat Chormai, Jan Herrmann, Klaus-Robert Müller, Gregoire Montavon

Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces

December 30 , 2022
https://arxiv.org/abs/2212.14855