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Frederick Klauschen, Jonas Dippel, Philipp Keyl, Philipp Jurmeister, Michael Bockmayr, Andreas Mock, Oliver Buchstab, Maximilian Alber, Lukas Ruff, Grégoire Montavon & Klaus-Robert Müller et al.
Explainable artificial intelligence in pathology
Johanna Vielhaben, Sebastian Lapuschkin, Grégoire Montavon, Wojciech Samek
Explainable AI for Time Series via Virtual Inspection Layers
Zeliang Kan, Shae McFadden, Daniel Arp, Feargus Pendlebury, Roberto Jordaney, Johannes Kinder, Fabio Pierazzi, Lorenzo Cavallaro
TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version)
Florian Bley, Sebastian Lapuschkin, Wojciech Samek, Grégoire Montavon
Explaining Predictive Uncertainty by Exposing Second-Order Effects
Jonas Dippel, Barbara Feulner, Tobias Winterhoff, Simon Schallenberg, Gabriel Dernbach, Andreas Kunft, Stephan Tietz, Philipp Jurmeister, David Horst, Lukas Ruff et al.
RUDOLFV: A FOUNDATION MODEL BY PATHOLOGISTS FOR PATHOLOGISTS
Hassan El-Hajj, Matteo Valleriani
Prompt me a Dataset: An investigation of text-image prompting for historical image dataset creation using foundation models
Jakob Hackstein, Gencer Sumbul, Kai Norman Clasen, Begüm Demir
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing
Fabian Jaensch, Giuseppe Caire, Begüm Demir
Radio Map Estimation -- An Open Dataset with Directive Transmitter Antennas and Initial Experiments
Stefan Blücher, Johanna Vielhaben, Nils Strodthoff
Decoupling Pixel Flipping and Occlusion Strategy for Consistent XAI Benchmarks
Anna Hedström, Leander Weber, Sebastian Lapuschkin, Marina MC Höhne