Search Results for author: Florian Becker

Found 4 papers, 1 papers with code

GemNet: Universal Directional Graph Neural Networks for Molecules

4 code implementations NeurIPS 2021 Johannes Gasteiger, Florian Becker, Stephan Günnemann

Effectively predicting molecular interactions has the potential to accelerate molecular dynamics by multiple orders of magnitude and thus revolutionize chemical simulations.

Translation

Solving QVIs for Image Restoration with Adaptive Constraint Sets

no code implementations3 Jul 2014 Frank Lenzen, Jan Lellmann, Florian Becker, Christoph Schnörr

In the present paper we prove uniqueness for a larger class of problems and in particular independent of the image size.

Image Restoration

Unsupervised EHR-based Phenotyping via Matrix and Tensor Decompositions

no code implementations1 Sep 2022 Florian Becker, Age K. Smilde, Evrim Acar

Low-rank data approximation methods such as matrix (e. g., non-negative matrix factorization) and tensor decompositions (e. g., CANDECOMP/PARAFAC) have demonstrated that they can provide such transparent and interpretable insights.

Computational Phenotyping

A Modular and Adaptive System for Business Email Compromise Detection

no code implementations21 Aug 2023 Jan Brabec, Filip Šrajer, Radek Starosta, Tomáš Sixta, Marc Dupont, Miloš Lenoch, Jiří Menšík, Florian Becker, Jakub Boros, Tomáš Pop, Pavel Novák

The growing sophistication of Business Email Compromise (BEC) and spear phishing attacks poses significant challenges to organizations worldwide.

Natural Language Understanding

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