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Leila Arras, Bruno Puri, Patrick Kahardipraja, Sebastian Lapuschkin, Wojciech Samek

A Close Look at Decomposition-based XAI-Methods for Transformer Language Models

February 21, 2025
https://doi.org/10.48550/arXiv.2502.15886

Simon Ohler, Daniel Brady, Patrick Mischke, Jana Bender, Herwig Ott, Thomas Niederprüm, Winfried Ripken, Johannes S. Otterbach, Michael Fleischhauer

Nonequilibrium Universality of Rydberg-Excitation Spreading on a Dynamic Network

February 20, 2025
https://arxiv.org/pdf/2502.14757

Maise Al Bakir, James L. Reading, Samuel Gamble, Rachel Rosenthal, Imran Uddin, Andrew Rowan, Joanna Przewrocka, Amber Rogers, Yien Ning Sophia Wong, Amalie K. Bentzen et al.

Clonal driver neoantigen loss under EGFR TKI and immune selection pressures

February 19, 2025
https://www.nature.com/articles/s41586-025-08586-y#Ack1

Takafumi Shiraogawa, Simon León Krug, Masahiro Ehara, O. Anatole von Lilienfeld

Antisymmetry rules of response properties in certain chemical spaces

February 18, 2025
https://doi.org/10.48550/arXiv.2502.12761

Angelos Zavras, Dimitrios Michail, Xiao Xiang Zhu, Begüm Demir, Ioannis Papoutsis

GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis

February 13, 2025
https://doi.org/10.48550/arXiv.2502.09598

Khaled Kahouli, Winfried Ripken, Stefan Gugler, Oliver T. Unke, Klaus-Robert Müller, Shinichi Nakajima

ENHANCING DIFFUSION MODELS EFFICIENCY BY DISENTANGLING TOTAL-VARIANCE AND SIGNAL-TO-NOISE RATIO

February 12, 2025
https://arxiv.org/pdf/2502.08598

Christoph Lange, Maxim Borisyak, Martin Kögler, Stefan Born, Andreas Ziehe, Peter Neubauer, M. Nicolas Cruz Bournazou

Comparing machine learning methods on Raman spectra from eight different spectrometers

February 11, 2025
https://www.sciencedirect.com/science/article/pii/S1386142525001672

Anna Hedström, Philine Lou Bommer, Thomas F Burns, Sebastian Lapuschkin, Wojciech Samek, Marina MC Höhne

Evaluating Interpretable Methods via Geometric Alignment of Functional Distortions

February 10, 2025
https://openreview.net/forum?id=ukLxqA8zXj

Jost Arndt, Utku Isil, Michael Detzel, Wojciech Samek, Jackie Ma

Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs

February 06, 2025
https://doi.org/10.48550/arXiv.2502.04140