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Jan Hendrik Metzen

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AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models

Sep 29, 2023
Jan Hendrik Metzen, Piyapat Saranrittichai, Chaithanya Kumar Mummadi

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Identifying Systematic Errors in Object Detectors with the SCROD Pipeline

Sep 23, 2023
Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen

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Identification of Systematic Errors of Image Classifiers on Rare Subgroups

Mar 09, 2023
Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang

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Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation

Sep 13, 2022
Maksym Yatsura, Kaspar Sakmann, N. Grace Hua, Matthias Hein, Jan Hendrik Metzen

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Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness

Mar 25, 2022
Giulio Lovisotto, Nicole Finnie, Mauricio Munoz, Chaithanya Kumar Mummadi, Jan Hendrik Metzen

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Neural Architecture Search for Dense Prediction Tasks in Computer Vision

Feb 15, 2022
Thomas Elsken, Arber Zela, Jan Hendrik Metzen, Benedikt Staffler, Thomas Brox, Abhinav Valada, Frank Hutter

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Meta-Learning the Search Distribution of Black-Box Random Search Based Adversarial Attacks

Nov 22, 2021
Maksym Yatsura, Jan Hendrik Metzen, Matthias Hein

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Bag of Tricks for Neural Architecture Search

Jul 08, 2021
Thomas Elsken, Benedikt Staffler, Arber Zela, Jan Hendrik Metzen, Frank Hutter

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Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation

Jun 28, 2021
Chaithanya Kumar Mummadi, Robin Hutmacher, Kilian Rambach, Evgeny Levinkov, Thomas Brox, Jan Hendrik Metzen

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