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Jan Hendrik Metzen
Jan Hendrik Metzen
Bosch Center for Artificial Intelligence
Verified email at de.bosch.com - 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
15442019
On Detecting Adversarial Perturbations
JH Metzen, T Genewein, V Fischer, B Bischoff
arXiv preprint arXiv:1702.04267, 2017
7682017
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution
T Elsken, JH Metzen, F Hutter
3772018
Scaling provable adversarial defenses
E Wong, F Schmidt, JH Metzen, JZ Kolter
Advances in Neural Information Processing Systems 31, 8400-8409, 2018
3262018
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
223*2017
Simple And Efficient Architecture Search for Convolutional Neural Networks
T Elsken, JH Metzen, F Hutter
arXiv preprint arXiv:1711.04528, 2017
1992017
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 (4), 553-568, 2016
1612016
Adversarial Examples for Semantic Image Segmentation
V Fischer, MC Kumar, JH Metzen, T Brox
arXiv preprint arXiv:1703.01101, 2017
932017
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
692006
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
572020
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
562013
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
442009
Active contextual policy search
A Fabisch, JH Metzen
The Journal of Machine Learning Research 15 (1), 3371-3399, 2014
382014
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
362019
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
292015
Towards operator monitoring via brain reading-an EEG-based approach for space applications
EA Kirchner, H Wöhrle, C Bergatt, SK Kim, JH Metzen, D Feess, ...
Proceedings of the 10th international symposium on artificial intelligence …, 2010
282010
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
282007
Incremental learning of skill collections based on intrinsic motivation
JH Metzen, F Kirchner
Frontiers in neurorobotics 7, 2013
252013
Intuitive interaction with robots–technical approaches and challenges
EA Kirchner, J Gea Fernandez, P Kampmann, M Schröer, JH Metzen, ...
Formal Modeling and Verification of Cyber-Physical Systems, 224-248, 2015
232015
Towards Learning of Generic Skills for Robotic Manipulation
JH Metzen, A Fabisch, L Senger, J de Gea Fernández, EA Kirchner
KI-Künstliche Intelligenz 28 (1), 15-20, 2014
232014
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