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Evgenia Rusak

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Effective pruning of web-scale datasets based on complexity of concept clusters

Jan 09, 2024
Amro Abbas, Evgenia Rusak, Kushal Tirumala, Wieland Brendel, Kamalika Chaudhuri, Ari S. Morcos

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Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?

Oct 14, 2023
Prasanna Mayilvahanan, Thaddäus Wiedemer, Evgenia Rusak, Matthias Bethge, Wieland Brendel

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Adapting ImageNet-scale models to complex distribution shifts with self-learning

Apr 28, 2021
Evgenia Rusak, Steffen Schneider, Peter Gehler, Oliver Bringmann, Wieland Brendel, Matthias Bethge

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Improving robustness against common corruptions by covariate shift adaptation

Jun 30, 2020
Steffen Schneider, Evgenia Rusak, Luisa Eck, Oliver Bringmann, Wieland Brendel, Matthias Bethge

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Increasing the robustness of DNNs against image corruptions by playing the Game of Noise

Feb 26, 2020
Evgenia Rusak, Lukas Schott, Roland S. Zimmermann, Julian Bitterwolf, Oliver Bringmann, Matthias Bethge, Wieland Brendel

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Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming

Jul 17, 2019
Claudio Michaelis, Benjamin Mitzkus, Robert Geirhos, Evgenia Rusak, Oliver Bringmann, Alexander S. Ecker, Matthias Bethge, Wieland Brendel

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