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Thomas Elsken
Thomas Elsken
Bosch Center for Artificial Intelligence
Verified email at de.bosch.com
Title
Cited by
Cited by
Year
Neural architecture search: A survey
T Elsken, JH Metzen, F Hutter
Journal of Machine Learning Research (JMLR) 20, 2019
21012019
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution
T Elsken, JH Metzen, F Hutter
International Conference on Learning Representations (ICLR), 2019
4812019
Understanding and Robustifying Differentiable Architecture Search
A Zela, T Elsken, T Saikia, Y Marrakchi, T Brox, F Hutter
International Conference on Learning Representations (ICLR), 2020
2662020
Simple and efficient architecture search for Convolutional Neural Networks
T Elsken, JH Metzen, F Hutter
NeurIPS Meta-Learning Workshop, 2017
2392017
Meta-Learning of Neural Architectures for Few-Shot Learning
T Elsken, B Staffler, JH Metzen, F Hutter
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
972020
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
S Zaidi, A Zela, T Elsken, C Holmes, F Hutter, YW Teh
Advances in Neural Information Processing Systems, 2021 2, 3, 2021
59*2021
Automated design of error-resilient and hardware-efficient deep neural networks
C Schorn, T Elsken, S Vogel, A Runge, A Guntoro, G Ascheid
Neural Computing and Applications, 2020
302020
Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization
J Guerrero-Viu, S Hauns, S Izquierdo, G Miotto, S Schrodi, A Biedenkapp, ...
International Conference on Machine Learning (ICML) AutoML Workshop, 2021
14*2021
Bag of Tricks for Neural Architecture Search
T Elsken, B Staffler, A Zela, JH Metzen, F Hutter
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Neural …, 2021
32021
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
22022
Method and apparatus for automatically producing an artificial neural network
F Hutter, JH Metzen, T Elsken
US Patent App. 16/756,983, 2021
22021
Transfer NAS with Meta-learned Bayesian Surrogates
G Shala, T Elsken, F Hutter, J Grabocka
Sixth Workshop on Meta-Learning at the Conference on Neural Information …, 2022
1*2022
Neural Architecture Search: Insights from 1000 Papers
C White, M Safari, R Sukthanker, B Ru, T Elsken, A Zela, D Dey, F Hutter
arXiv preprint arXiv:2301.08727, 2023
2023
Rapid, energy-saving, iterative operation of artificial neural networks
T Pfeil, T Elsken
US Patent App. 17/658,314, 2022
2022
Device and computer-implemented method for the processing of digital sensor data and training method therefor
DO Stoll, F Hutter, JH Metzen, T Elsken
US Patent App. 17/625,041, 2022
2022
Method and device for ascertaining a network configuration of a neural network
T Elsken, F Hutter, JH Metzen
US Patent App. 16/978,108, 2021
2021
Method and device for ascertaining a network configuration of a neural network
T Elsken, F Hutter, JH Metzen
US Patent App. 16/978,075, 2020
2020
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