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Jan Mathias Köhler
Jan Mathias Köhler
Enable AI / Bosch Center for Artificial Intelligence
Verified email at enable-ai.de - Homepage
Title
Cited by
Cited by
Year
The power of ensembles for active learning in image classification
WH Beluch, T Genewein, A Nürnberger, JM Köhler
Proceedings of the IEEE conference on computer vision and pattern …, 2018
4922018
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images
WM Gondal, JM Köhler, R Grzeszick, GA Fink, M Hirsch
2017 IEEE international conference on image processing (ICIP), 2069-2073, 2017
1442017
Interpretable and fine-grained visual explanations for convolutional neural networks
J Wagner, JM Kohler, T Gindele, L Hetzel, JT Wiedemer, S Behnke
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1112019
Variational network quantization
J Achterhold, JM Koehler, A Schmeink, T Genewein
International Conference on Learning Representations, 2018
922018
Uncertainty Based Detection and Relabeling of Noisy Image Labels.
JM Köhler, M Autenrieth, WH Beluch
CVPR Workshops, 33-37, 2019
232019
Bounded flexibility in days‐on and days‐off scheduling
JO Brunner, JF Bard, JM Köhler
Naval Research Logistics (NRL) 60 (8), 678-701, 2013
202013
The streaming rollout of deep networks-towards fully model-parallel execution
V Fischer, J Köhler, T Pfeil
Advances in Neural Information Processing Systems 31, 2018
122018
Triggering up states in all-to-all coupled neurons
HVV Ngo, J Köhler, J Mayer, JC Claussen, HG Schuster
Europhysics Letters 89 (6), 68002, 2010
102010
Omega-3 index and obstructive sleep apnea: a cross-sectional study
J Tittus, MT Huber, K Storck, A Köhler, JM Köhler, T von Arnim, ...
Journal of Clinical Sleep Medicine 13 (10), 1131-1136, 2017
62017
Excitation of coherent oscillations in a noisy medium
J Koehler, J Mayer, HG Schuster
Physical Review E 77 (2), 021916, 2008
32008
Method, device and computer program for creating a deep neural network
J Achterhold, JM Koehler, T Genewein
US Patent 11,531,888, 2022
22022
Dynamical Behavior and Control of Coupled Threshold Elements with Self-Inhibition
HG Schuster, M Le Van Quyen, M Chavez, J Köhler, J Mayer, ...
International Journal of Bifurcation and Chaos 19 (09), 3119-3128, 2009
12009
Discretization of numerical values with adaptive accuracy
JM Koehler, RM Koehler
US Patent 11,488,006, 2022
2022
Operation of trainable modules, including monitoring as to whether the range of application of the training is abandoned
JM Koehler, M Autenrieth, WH Beluch
US Patent App. 17/611,088, 2022
2022
Training trainable modules using learning data, the labels of which are subject to noise
JM Koehler, M Autenrieth, WH Beluch
US Patent App. 17/420,357, 2022
2022
Processing of learning data sets including noisy labels for classifiers
WH Beluch, JM Koehler, M Autenrieth
US Patent App. 17/233,410, 2021
2021
Method and device for ascertaining an explanation map
J Wagner, T Gindele, JM Koehler, JT Wiedemer, L Hetzel
US Patent App. 17/261,758, 2021
2021
Method and device for ascertaining an explanation map
J Wagner, T Gindele, JM Koehler, JT Wiedemer, L Hetzel
US Patent App. 17/261,810, 2021
2021
Method and device for ascertaining a gradient of a data-based function model
M Hanselmann, JM Koehler, H Markert
US Patent 10,402,509, 2019
2019
Flexible days off scheduling: A general approach
J Brunner, JM Köhler
International Annual Scientific Conference of the German Operations Research …, 2011
2011
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