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Marco Seeland

Orcid: 0000-0001-7204-3972

According to our database1, Marco Seeland authored at least 10 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Collaboration Management for Federated Learning.
[BibTeX]
[DOI]
Marius Schlegel
,
Daniel Scheliga
,
Kai-Uwe Sattler
,
Marco Seeland
,
Patrick Mäder
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

2023
Privacy Preserving Federated Learning with Convolutional Variational Bottlenecks.
[BibTeX]
[DOI]
Daniel Scheliga
,
Patrick Mäder
,
Marco Seeland
CoRR, 2023

Dropout Is NOT All You Need to Prevent Gradient Leakage.
[BibTeX]
[DOI]
Daniel Scheliga
,
Patrick Maeder
,
Marco Seeland
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Combining Variational Modeling with Partial Gradient Perturbation to Prevent Deep Gradient Leakage.
[BibTeX]
[DOI]
Daniel Scheliga
,
Patrick Mäder
,
Marco Seeland
CoRR, 2022

PRECODE - A Generic Model Extension to Prevent Deep Gradient Leakage.
[BibTeX]
[DOI]
Daniel Scheliga
,
Patrick Mäder
,
Marco Seeland
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2020
Flora Capture: a citizen science application for collecting structured plant observations.
[BibTeX]
[DOI]
David Boho
,
Michael Rzanny
,
Jana Wäldchen
,
Fabian Nitsche
,
Alice Deggelmann
,
Hans Christian Wittich
,
Marco Seeland
,
Patrick Mäder
BMC Bioinform., 2020

2019
Efficiently Annotating Object Images with Absolute Size Information Using Mobile Devices.
[BibTeX]
[DOI]
Martin Hofmann
,
Marco Seeland
,
Patrick Mäder
Int. J. Comput. Vis., 2019

Image-based classification of plant genus and family for trained and untrained plant species.
[BibTeX]
[DOI]
Marco Seeland
,
Michael Rzanny
,
David Boho
,
Jana Wäldchen
,
Patrick Mäder
BMC Bioinform., 2019

2018
Automated plant species identification - Trends and future directions.
[BibTeX]
[DOI]
Jana Wäldchen
,
Michael Rzanny
,
Marco Seeland
,
Patrick Mäder
PLoS Comput. Biol., 2018

Recommending plant taxa for supporting on-site species identification.
[BibTeX]
[DOI]
Hans Christian Wittich
,
Marco Seeland
,
Jana Wäldchen
,
Michael Rzanny
,
Patrick Mäder
BMC Bioinform., 2018


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