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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

Jesper Sören Dramsch, Monique M. Kuglitsch, Miguel-Ángel Fernández-Torres, Andrea Toreti, Rustem Arif Albayrak, Lorenzo Nava, Saman Ghaffarian, Ximeng Cheng, Jackie Ma, Wojciech Samek et al.

Explainability can foster trust in artificial intelligence in geoscience

February 05, 2025
https://www.nature.com/articles/s41561-025-01639-x#Ack1

Samuele Pedrielli, Christopher J. Anders, Lena Funcke, Karl Jansen, Kim A. Nicoli, Shinichi Nakajima

Bayesian Parameter Shift Rule in Variational Quantum Eigensolvers

February 04, 2025
https://doi.org/10.48550/arXiv.2502.02625

Anne Josiane Kouam, Aline Carneiro Viana, Philippe Martins, Cedric Adjih, Alain Tchana

SigN: SIMBox Activity Detection Through Latency Anomalies at the Cellular Edge

February 03, 2025
https://doi.org/10.48550/arXiv.2502.01193

Anne Josiane Kouam, Aline Carneiro Viana, Mariano G. Beiró, Leo Ferres, Luca Pappalardo

Characterizing User Behavior: The Interplay Between Mobility Patterns and Mobile Traffic

January 31, 2025
https://doi.org/10.48550/arXiv.2501.19348