Marco Seeland

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Gradient Direction

Privacy Preserving

Future Directions

Top Venues

Int. J. Comput. Vis.

Publications

Marius Schlegel, Daniel Scheliga, Kai-Uwe Sattler, Marco Seeland, Patrick Mäder
Collaboration Management for Federated Learning. ICDEW (2024)
Daniel Scheliga, Patrick Mäder, Marco Seeland
Privacy Preserving Federated Learning with Convolutional Variational Bottlenecks. CoRR (2023)
Daniel Scheliga, Patrick Maeder, Marco Seeland
Dropout Is NOT All You Need to Prevent Gradient Leakage. AAAI (2023)
Daniel Scheliga, Patrick Mäder, Marco Seeland
Combining Variational Modeling with Partial Gradient Perturbation to Prevent Deep Gradient Leakage. CoRR (2022)
Daniel Scheliga, Patrick Mäder, Marco Seeland
PRECODE - A Generic Model Extension to Prevent Deep Gradient Leakage. WACV (2022)
Daniel Scheliga, Patrick Mäder, Marco Seeland
Dropout is NOT All You Need to Prevent Gradient Leakage. CoRR (2022)
Daniel Scheliga, Patrick Mäder, Marco Seeland
PRECODE - A Generic Model Extension to Prevent Deep Gradient Leakage. CoRR (2021)
David Boho, Michael Rzanny, Jana Wäldchen, Fabian Nitsche, Alice Deggelmann, Hans Christian Wittich, Marco Seeland, Patrick Mäder
Flora Capture: a citizen science application for collecting structured plant observations. BMC Bioinform. 21 (1) (2020)
Martin Hofmann, Marco Seeland, Patrick Mäder
Efficiently Annotating Object Images with Absolute Size Information Using Mobile Devices. Int. J. Comput. Vis. 127 (2) (2019)
Marco Seeland, Michael Rzanny, David Boho, Jana Wäldchen, Patrick Mäder
Image-based classification of plant genus and family for trained and untrained plant species. BMC Bioinform. 20 (1) (2019)
Hans Christian Wittich, Marco Seeland, Jana Wäldchen, Michael Rzanny, Patrick Mäder
Recommending plant taxa for supporting on-site species identification. BMC Bioinform. 19 (1) (2018)
Jana Wäldchen, Michael Rzanny, Marco Seeland, Patrick Mäder
Automated plant species identification - Trends and future directions. PLoS Comput. Biol. 14 (4) (2018)