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Roland Zimmermann
Publication Activity (10 Years)
Years Active: 2020-2020
Publications (10 Years): 3
Top Topics
Machine Learning Models
Real World
Feature Maps
Digital Image Watermarking
Top Venues
CoRR
CSCS
J. Open Source Softw.
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Publications
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Nikhil Kapoor
,
Chun Yuan
,
Jonas Löhdefink
,
Roland Zimmermann
,
Serin Varghese
,
Fabian Hüger
,
Nico M. Schmidt
,
Peter Schlicht
,
Tim Fingscheidt
A Self-Supervised Feature Map Augmentation (FMA) Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs.
CoRR
(2020)
Nikhil Kapoor
,
Chun Yuan
,
Jonas Löhdefink
,
Roland Zimmermann
,
Serin Varghese
,
Fabian Hüger
,
Nico M. Schmidt
,
Peter Schlicht
,
Tim Fingscheidt
A Self-Supervised Feature Map Augmentation (FMA) Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs.
CSCS
(2020)
Jonas Rauber
,
Roland Zimmermann
,
Matthias Bethge
,
Wieland Brendel
Foolbox Native: Fast adversarial attacks to benchmark the robustness of machine learning models in PyTorch, TensorFlow, and JAX.
J. Open Source Softw.
5 (53) (2020)