Marion Neumann

An End-to-End Deep Learning Architecture for Graph Classification

Muhan Zhang, Zhicheng Cui, Marion Neumann et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.5K citations · Full text

Geometric Learning, Graph Neural Network, Engineering +13

Propagation kernels: efficient graph kernels from propagated information

Marion Neumann, Roman Garnett, Christian Bauckhage et al. · Machine Learning · 2015 · 217 citations · Full text

Network Science, Graph Theory, Data Science +9

Automated identification of sugar beet diseases using smartphones

Lisa Hallau, Marion Neumann, Benjamin Klatt et al. · Plant Pathology · 2017 · 60 citations · Full text

Sugar Beet Leaf, Sugar Beet Diseases, Engineering +19

Semantic and geometric reasoning for robotic grasping: a probabilistic logic approach

Laura Antanas, Plínio Moreno, Marion Neumann et al. · Autonomous Robots · 2018 · 44 citations · Full text

Engineering, Geometry, Dexterous Manipulation +17

Erosion Band Features for Cell Phone Image Based Plant Disease Classification

Marion Neumann, Lisa Hallau, Benjamin Klatt et al. · 2014 · 43 citations

Precision Agriculture, Engineering, Feature Detection +27