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Adrian Hill, Neal McKee, Johannes Maeß, Stefan Bluecher, Klaus Robert Muller
Smoothed Differentiation Efficiently Mitigates Shattered Gradients in Explanations
René P. Klausen, Ivan Timofeev, Johannes Frank, Jonas Naujoks, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek
LieSolver: A PDE-constrained solver for IBVPs using Lie symmetries
O. Anatole von Lilienfeld, Giorgio Domenichini
Alchemical diastereomers from antisymmetric alchemical perturbations
Carlos Sulbaran Fandino, Anne Josiane Kouam, Konrad Rieck
Tiny Sensors, Big Threats: Assessing Motion Sensor-based Fingerprinting in Mobile Systems
Anne Josiane Kouam, Aline Carneiro Viana, Mariano G. Beiró, Leo Ferres, Luca Pappalardo
Beyond Aggregates: A Fine-Grained Analysis of Individual Mobility and Traffic Dependencies
Panagiotis Agrafiotis, Begüm Demir
Seabed-Net: A multi-task network for joint bathymetry estimation and seabed classification from remote sensing imagery in shallow waters
Sidney Bender, Ole Delzer, Jan Herrmann, Heike Antje Marxfeld, Klaus-Robert Müller, Grégoire Montavon
Mitigating Clever Hans Strategies in Image Classifiers through Generating Counterexamples
Fabian Jaensch, Giuseppe Caire, Begüm Demir
Beam Index Map Prediction in Unseen Environments from Geospatial Data
Maximilian Andreas Hoefler, Karsten Mueller, Wojciech Samek
Supplementary Material FedXDS: Leveraging Model Attribution Methods to Counteract Data Heterogeneity in Federated Learning
Maximilian Andreas Hoefler, Karsten Mueller, Wojciech Samek