Andreas Roth

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Known people with the same name:

Bibliography

2023
Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks.
CoRR, 2023

Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks.
CoRR, 2023

Curvature-based Pooling within Graph Neural Networks.
CoRR, 2023

2022
Transforming PageRank into an Infinite-Depth Graph Neural Network.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021
A Data-Centric Augmentation Approach for Disturbed Sensor Image Segmentation.
J. Imaging, 2021

2020
Instantaneous control of interacting particle systems in the mean-field limit.
J. Comput. Phys., 2020

Medley2K: A Dataset of Medley Transitions.
CoRR, 2020

2019
Yield Prognosis for the Agrarian Management of Vineyards using Deep Learning for Object Counting.
Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019

Everything counts: a Taxonomy of Deep Learning Approaches for Object Counting.
Proceedings of the 27th European Conference on Information Systems, 2019

2010
The impact of variation in scale on the behavior of a cellular automata used for land use change modeling.
Comput. Environ. Urban Syst., 2010

Performance-aware design and optimization of enterprise applications.
Proceedings of the 6th International Conference on Network and Service Management, 2010

2008
Regional Assessment of Sustainable Agricultural Cropping Systems in the North China Plain - Data Requirements and Computational Approaches.
Proceedings of the Fourth International Conference on Natural Computation, 2008

2006
End-User Development for Enterprise Resource Planning Systems.
Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006

2001
In vivo quantification and densitometry of the MCP joint tissue on patients with rheumatoid arthritis.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001


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