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Benedikt Staffler
Benedikt Staffler
Bosch Center for Artificial Intelligence
Verified email at de.bosch.com
Title
Cited by
Cited by
Year
Dense connectomic reconstruction in layer 4 of the somatosensory cortex
A Motta, M Berning, KM Boergens, B Staffler, M Beining, S Loomba, ...
Science 366 (6469), eaay3134, 2019
2552019
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
1572020
SynEM, automated synapse detection for connectomics
B Staffler, M Berning, KM Boergens, A Gour, P Smagt, M Helmstaedter
Elife 6, e26414, 2017
702017
Big data in nanoscale connectomics, and the greed for training labels
A Motta, M Schurr, B Staffler, M Helmstaedter
Current opinion in neurobiology 55, 180-187, 2019
232019
Detecting synapse location and connectivity by signed proximity estimation and pruning with deep nets
T Parag, D Berger, L Kamentsky, B Staffler, D Wei, M Helmstaedter, ...
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
152018
Neural architecture search for dense prediction tasks in computer vision
R Mohan, T Elsken, A Zela, JH Metzen, B Staffler, T Brox, A Valada, ...
International Journal of Computer Vision 131 (7), 1784-1807, 2023
72023
Bag of tricks for neural architecture search
T Elsken, B Staffler, A Zela, JH Metzen, F Hutter
arXiv preprint arXiv:2107.03719, 2021
72021
Meta-learning of neural architectures for few-shot learning. 2020 IEEE
T Elsken, B Staffler, JH Metzen, F Hutter
CVF Conference on Computer Vision and Pattern Recognition, 12362-12372, 2020
62020
Neural architecture search for dense prediction tasks in computer vision
T Elsken, A Zela, JH Metzen, B Staffler, T Brox, A Valada, F Hutter
arXiv preprint arXiv:2202.07242, 2022
42022
Dense connectomic reconstruction in layer 4 of the somatosensory cortex
A Motta, M Berning, KM Boergens, B Staffler, M Beining, S Loomba, ...
bioRxiv, 460618, 2018
42018
SynEM, automated synapse detection for connectomics
S Benedikt, M Berning, KM Boergens, G Anjali, H Moritz
Elife 6, 2017
12017
Lifshitz tails for random band matrices
B Staffler
Master’s thesis, Ludwig Maximilian University of Munich, Munich, 2013
12013
Multi-objective Differentiable Neural Architecture Search
RS Sukthanker, A Zela, B Staffler, S Dooley, J Grabocka, F Hutter
arXiv preprint arXiv:2402.18213, 2024
2024
Method and device for creating a machine learning system
BS Staffler, JH Metzen, D Stoeckel
US Patent App. 17/873,107, 2023
2023
Method and device for creating a machine learning system including a plurality of outputs
BS Staffler, JH Metzen
US Patent App. 17/861,607, 2023
2023
Device and method of digital image content recognition, training of the same
NY Finnie, BS Staffler
US Patent 11,507,784, 2022
2022
Device and method of digital image content recognition, training of the same
NY Finnie, BS Staffler
US Patent 11,263,495, 2022
2022
Method and Apparatus for Training a Quantized Classifier
T Pfeil, BS Staffler
US Patent App. 17/395,533, 2022
2022
Method and device for creating a machine learning system
BS Staffler, D Stoeckel
US Patent App. 17/372,142, 2022
2022
Method and device for creating a machine learning system
BS Staffler, JH Metzen
US Patent App. 17/344,203, 2022
2022
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