Tobias Domhan
Tobias Domhan
Machine Learning Scientist, Amazon
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Cited by
Cited by
Speeding up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves
T Domhan, JT Springenberg, F Hutter
IJCAI 2015, 2015
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
Using target-side monolingual data for neural machine translation through multi-task learning
T Domhan, F Hieber
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
The sockeye neural machine translation toolkit at AMTA 2018
F Hieber, T Domhan, M Denkowski, D Vilar, A Sokolov, A Clifton, M Post
Augmented reality on android smartphones
T Domhan, K TIT07INA, G der Dualen Hochschule
Studiengangs Informationstechni. Dualen Hochschule Baden-Württemberg Stuttgart, 2010
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
Extrapolating learning curves of deep neural networks
T Domhan, T Springenberg, F Hutter
ICML AutoML Workshop, 2014
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
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
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
Augmented reality on Android
T Domhan
Jun, 2010
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
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
Image captioning as neural machine translation task in sockeye
L Bazzani, T Domhan, F Hieber
arXiv preprint arXiv:1810.04101, 2018
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
Machine learning system to score alt-text in image data
L Bazzani, M Lapin, F Hieber, T Domhan
US Patent 11,361,212, 2022
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