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Tobias Domhan
Tobias Domhan
Machine Learning Scientist, Amazon
Verified email at amazon.com
Title
Cited by
Cited by
Year
Speeding up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves
T Domhan, JT Springenberg, F Hutter
IJCAI 2015, 2015
6222015
Sockeye: A toolkit for neural machine translation
F Hieber, T Domhan, M Denkowski, D Vilar, A Sokolov, A Clifton, M Post
arXiv preprint arXiv:1712.05690, 2017
2182017
Using target-side monolingual data for neural machine translation through multi-task learning
T Domhan, F Hieber
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
832017
The sockeye neural machine translation toolkit at AMTA 2018
F Hieber, T Domhan, M Denkowski, D Vilar, A Sokolov, A Clifton, M Post
Proceedings of the 13th Conference of the Association for Machine …, 2018
662018
How much attention do you need? a granular analysis of neural machine translation architectures
T Domhan
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
642018
Augmented reality on android smartphones
T Domhan, K TIT07INA, G der Dualen Hochschule
Studiengangs Informationstechni. Dualen Hochschule Baden-Württemberg Stuttgart, 2010
522010
The sockeye 2 neural machine translation toolkit at AMTA 2020
T Domhan, M Denkowski, D Vilar, X Niu, F Hieber, K Heafield
arXiv preprint arXiv:2008.04885, 2020
192020
Extrapolating learning curves of deep neural networks
T Domhan, T Springenberg, F Hutter
ICML AutoML Workshop, 2014
192014
Improving the quality trade-off for neural machine translation multi-domain adaptation
E Hasler, T Domhan, J Trenous, KM Tran, B Byrne, F Hieber
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
42021
Augmented reality on Android
T Domhan
Jun, 2010
42010
The devil is in the details: on the pitfalls of vocabulary selection in neural machine translation
T Domhan, E Hasler, K Tran, S Trenous, B Byrne, F Hieber
arXiv preprint arXiv:2205.06618, 2022
32022
Sockeye 3: Fast Neural Machine Translation with PyTorch
F Hieber, M Denkowski, T Domhan, BD Barros, CD Ye, X Niu, C Hoang, ...
arXiv preprint arXiv:2207.05851, 2022
22022
Image captioning as neural machine translation task in sockeye
L Bazzani, T Domhan, F Hieber
arXiv preprint arXiv:1810.04101, 2018
22018
Machine learning system to score alt-text in image data
L Bazzani, M Lapin, F Hieber, T Domhan
US Patent 11,361,212, 2022
12022
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Articles 1–14