Meta-Learning of Neural Architectures for Few-Shot Learning
Elsken, Thomas, Staffler, Benedikt, Metzen, Jan Hendrik, Hutter, Frank
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
The BesMan Learning Platform for Automated Robot Skill Learning
Gutzeit, Lisa, Fabisch, Alexander, Otto, Marc, Metzen, Jan Hendrik, Hansen, Jonas, Kirchner, Frank, Kirchner, Elsa Andrea
Published in Frontiers in robotics and AI (31.05.2018)
Published in Frontiers in robotics and AI (31.05.2018)
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Journal Article
pySPACE-a signal processing and classification environment in Python
Krell, Mario M, Straube, Sirko, Seeland, Anett, Wöhrle, Hendrik, Teiwes, Johannes, Metzen, Jan H, Kirchner, Elsa A, Kirchner, Frank
Published in Frontiers in neuroinformatics (01.01.2013)
Published in Frontiers in neuroinformatics (01.01.2013)
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Journal Article
Universal Adversarial Perturbations Against Semantic Image Segmentation
Metzen, Jan Hendrik, Kumar, Mummadi Chaithanya, Brox, Thomas, Fischer, Volker
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
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Conference Proceeding
Defending Against Universal Perturbations With Shared Adversarial Training
Mummadi, Chaithanya Kumar, Brox, Thomas, Metzen, Jan Hendrik
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions
Kassahun, Yohannes, Yu, Bingbin, Tibebu, Abraham Temesgen, Stoyanov, Danail, Giannarou, Stamatia, Metzen, Jan Hendrik, Vander Poorten, Emmanuel
Published in International journal for computer assisted radiology and surgery (01.04.2016)
Published in International journal for computer assisted radiology and surgery (01.04.2016)
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Journal Article
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness
Lovisotto, Giulio, Finnie, Nicole, Munoz, Mauricio, Murnmadi, Chaithanya Kumar, Metzen, Jan Hendrik
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
SciOL and MuLMS-Img: Introducing A Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain
Tarsi, Tim, Adel, Heike, Metzen, Jan Hendrik, Zhang, Dan, Finco, Matteo, Friedrich, Annemarie
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding