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Devis Tuia, Konrad Schindler, Begüm Demir, Gustau Camps-Valls, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate et al.

Artificial intelligence to advance Earth observation: a perspective

May 15, 2023
https://arxiv.org/abs/2305.08413

Kajetan Maliszewski; Jorge-Arnulfo Quiané-Ruiz; Volker Markl

Cracking-Like Join for Trusted Execution Environments

May 01, 2023
https://dl.acm.org/doi/10.14778/3598581.3598602

Ping Xiong, Thomas Schnake, Michael Gastegger, Grégoire Montavon, Klaus Robert Müller, Shinichi Nakajima

Relevant Walk Search for Explaining Graph Neural Networks

April 24, 2023
https://proceedings.mlr.press/v202/xiong23b.html

Alexander Warnecke, Julian Speith, Jan-Niklas Möller, Konrad Rieck, Christof Paar

Evil from Within: Machine Learning Backdoor through Hardware Trojans

April 18, 2023
https://arxiv.org/pdf/2304.08411

Kristof T. Schütt, Stefaan S.P. Hessmann, Niklas W.A. Gebauer, Jonas Lederer, Michael Gastegger

SchNetPack 2.0: A neural network toolbox for atomistic machine learning

April 12, 2023
https://doi.org/10.1063/5.0138367

Lennart Behme, Saravanan Thirumuruganathan, Alireza Rezaei Mahdiraji, Jorge-Arnulfo Quiané-Ruiz, Volker Markl

The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines

April 03, 2023
https://doi.org/10.1109/ICDE55515.2023.00077