69 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of BonnDE44 papers
- TU Dortmund UniversityDE41 papers
- University of OxfordGB39 papers
- Centre National de la Recherche ScientifiqueFR37 papers
- Ruhr University BochumDE37 papers
- Aix-Marseille UniversitéFR36 papers
- Centre de physique des particules de MarseilleFR36 papers
- Centro Brasileiro de Pesquisas FísicasBR36 papers
- École Polytechnique Fédérale de LausanneCH36 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR36 papers
- Istituto Nazionale di Fisica Nucleare, Roma Tor VergataIT36 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BariIT36 papers
3 papers · 1 filter
MiniFool -- Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks
Lucie Flek, Oliver Janik, Philipp Alexander Jung +8
In this paper, we present a new algorithm, MiniFool, that implements physics-inspired adversarial attacks for testing neural network-based classification tasks in particle and astr…
Unsupervised Surrogate Anomaly Detection
Simon Klüttermann, Tim Katzke, Emmanuel Müller
In this paper, we study unsupervised anomaly detection algorithms that learn a neural network representation, i.e. regular patterns of normal data, which anomalies are deviating fr…
Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning
Johannes Burdack, Fabian Horst, Sven Giesselbach +3
Human movements are characterized by highly non-linear and multi-dimensional interactions within the motor system. Recently, an increasing emphasis on machine-learning applications…