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Jan Hendrik Metzen
Jan Hendrik Metzen
IPAI Aleph Alpha Research
Verified email at aleph-alpha-ip.ai - Homepage
Title
Cited by
Cited by
Year
Neural Architecture Search: A Survey
T Elsken, JH Metzen, F Hutter
Journal of Machine Learning Research 20 (55), 1-21, 2019
33922019
On Detecting Adversarial Perturbations
JH Metzen, T Genewein, V Fischer, B Bischoff
arXiv preprint arXiv:1702.04267, 2017
11822017
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution
T Elsken, JH Metzen, F Hutter
6632018
Scaling provable adversarial defenses
E Wong, F Schmidt, JH Metzen, JZ Kolter
Advances in Neural Information Processing Systems 31, 8400-8409, 2018
4772018
Universal adversarial perturbations against semantic image segmentation
JH Metzen, MC Kumar, T Brox, V Fischer
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
354*2017
Simple And Efficient Architecture Search for Convolutional Neural Networks
T Elsken, JH Metzen, F Hutter
arXiv preprint arXiv:1711.04528, 2017
3152017
Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions
Y Kassahun, B Yu, AT Tibebu, D Stoyanov, S Giannarou, JH Metzen, ...
International journal of computer assisted radiology and surgery 11, 553-568, 2016
2592016
Meta-Learning of Neural Architectures for Few-Shot Learning
T Elsken, B Staffler, JH Metzen, F Hutter
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1802020
Adversarial Examples for Semantic Image Segmentation
V Fischer, MC Kumar, JH Metzen, T Brox
arXiv preprint arXiv:1703.01101, 2017
1452017
Rokkatan: scaling an RTS game design to the massively multiplayer realm
J Müller, JH Metzen, A Ploss, M Schellmann, S Gorlatch
Computers in Entertainment (CIE) 4 (3), 125 - 132, 2006
722006
Defending against universal perturbations with shared adversarial training
CK Mummadi, T Brox, JH Metzen
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
672019
pySPACE—a signal processing and classification environment in Python
MM Krell, S Straube, A Seeland, H Wöhrle, J Teiwes, JH Metzen, ...
Frontiers in neuroinformatics 7, 40, 2013
662013
Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation
CK Mummadi, R Hutmacher, K Rambach, E Levinkov, T Brox, JH Metzen
arXiv preprint arXiv:2106.14999, 2021
632021
Matching of anatomical tree structures for registration of medical images
JH Metzen, T Kröger, A Schenk, S Zidowitz, HO Peitgen, X Jiang
Image and Vision Computing 27 (7), 923-933, 2009
462009
Concept of a Data Thread Based Parking Space Occupancy Prediction in a Berlin Pilot Region.
T Tiedemann, T Vögele, MM Krell, JH Metzen, F Kirchner
AAAI Workshop: AI for Transportation, 2015
452015
Active contextual policy search
A Fabisch, JH Metzen
The Journal of Machine Learning Research 15 (1), 3371-3399, 2014
452014
Does enhanced shape bias improve neural network robustness to common corruptions?
CK Mummadi, R Subramaniam, R Hutmacher, J Vitay, V Fischer, ...
arXiv preprint arXiv:2104.09789, 2021
402021
Efficient Certified Defenses Against Patch Attacks on Image Classifiers
JH Metzen, M Yatsura
International Conference on Learning Representations, 2020
382020
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness
G Lovisotto, N Finnie, M Munoz, CK Mummadi, JH Metzen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
332022
A common genetic encoding for both direct and indirect encodings of networks
Y Kassahun, M Edgington, JH Metzen, G Sommer, F Kirchner
Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007
332007
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