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Elena Golimblevskaia, Ammar Ibrahim, Wojciech Samek, Sebastian Lapuschkin
Uncovering Hidden Objectives via Transcoder Circuits
Lennart von Stülpnagel, Felix Weissberg, Jonas Möller, Benjamin Greb, Thorsten Eisenhofer, Konrad Rieck
Data Augmentation in Learning-Based Binary Code Analysis
Sudan Duwadi, De’Ja Rogers, Alex D. Boyd, Laura B. Carlton, Yiwen Zhang, Anna Kawai Gaona, Aneesa Diya Pathiyaparambath, Ravin Chaudhury, Grace Magee, Bernhard B Zimmermann et al.
Decoding spatial attention in the cocktail party problem using whole-head high-density fNIRS
Pia Hanfeld, Erik Imgrund, Felix Weißberg, Thorsten Eisenhofer, Wolfgang Hönig, Konrad Rieck
Controlling Autonomous Vehicles using Continuous Adversarial Patches
Ziawasch Abedjan, Mahdi Esmailoghli, Sainyam Galhotra
Data Discovery in Data Lakes: Operations, Indexes, Systems
Fabian Hinder, Valerie Vaquet, Philip Naumann
'Did something just break-' -- A Stream-Learning View on Monitoring: the Geometry and Causes of Change
Junyou Zhu, Langzhou He, Fenying Cai, Christian Nauck, Ping Xiong, Chao Gao, Philip S. Yu, Klaus-Robert Müller, Jürgen Kurths, Frank Hellmann et al.
Stability-Shaped Deep Graph Learning
Ken Schreiber, René P. Klausen, Sebastian Lapuschkin, Wojciech Samek, Jonas Naujoks
Value or Attention: Investigating Layer-wise Relevance Propagation for Graph Attention Networks
Adil Kabylda, Florian N. Brünig, Miguel Gallegos, J. Thorben Frank, Evgeny Moerman, Oliver T. Unke, Stefan Chmiela, Klaus-Robert Müller, Alexandre Tkatchenko
SO3LR Tauri: Generally Applicable Force Fields for Reactive (Bio)Molecular Simulations Covering the Periodic Table
Johannes Schade, Christoph von Tycowicz, Martin Hanik