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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
7382015
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
2352017
Using target-side monolingual data for neural machine translation through multi-task learning
T Domhan, F Hieber
982017
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
802018
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
692018
Augmented reality on android smartphones
T Domhan, K TIT07INA, G der Dualen Hochschule
Studiengangs Informationstechni. Dualen Hochschule Baden-Württemberg Stuttgart, 2010
532010
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
322020
Extrapolating learning curves of deep neural networks
T Domhan, T Springenberg, F Hutter
ICML AutoML Workshop, 2014
192014
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
122022
Machine learning system to score alt-text in image data
L Bazzani, M Lapin, F Hieber, T Domhan
US Patent 11,361,212, 2022
72022
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
72022
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
62021
Findings of the WMT 2023 shared task on parallel data curation
S Sloto, B Thompson, H Khayrallah, T Domhan, T Gowda, P Koehn
Proceedings of the Eighth Conference on Machine Translation, 95-102, 2023
42023
Augmented reality on Android
T Domhan
Jun, 2010
42010
Image captioning as neural machine translation task in sockeye
L Bazzani, T Domhan, F Hieber
arXiv preprint arXiv:1810.04101, 2018
22018
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism
B Thompson, MP Dhaliwal, P Frisch, T Domhan, M Federico
arXiv preprint arXiv:2401.05749, 2024
12024
Trained MT metrics learn to cope with machine-translated references
J Vamvas, T Domhan, S Trenous, R Sennrich, E Hasler
Proceedings of the Eighth Conference on Machine Translation, 983-995, 2023
2023
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