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Hieu Pham
Hieu Pham
Stealth startup. Past: Google Brain.
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Title
Cited by
Cited by
Year
Effective approaches to attention-based neural machine translation
MT Luong, H Pham, CD Manning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015
104712015
Efficient neural architecture search via parameters sharing
H Pham, M Guan, B Zoph, Q Le, J Dean
International conference on machine learning, 4095-4104, 2018
32122018
Scaling up visual and vision-language representation learning with noisy text supervision
C Jia, Y Yang, Y Xia, YT Chen, Z Parekh, H Pham, Q Le, YH Sung, Z Li, ...
International conference on machine learning, 4904-4916, 2021
27762021
Neural combinatorial optimization with reinforcement learning
I Bello, H Pham, QV Le, M Norouzi, S Bengio
arXiv preprint arXiv:1611.09940, 2016
17692016
Meta pseudo labels
H Pham, Z Dai, Q Xie, QV Le
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
7552021
Device placement optimization with reinforcement learning
A Mirhoseini, H Pham, QV Le, B Steiner, R Larsen, Y Zhou, N Kumar, ...
International Conference on Machine Learning (ICML), 2017
4972017
Bilingual word representations with monolingual quality in mind
MT Luong, H Pham, CD Manning
Proceedings of the 1st workshop on vector space modeling for natural …, 2015
4152015
Symbolic discovery of optimization algorithms
X Chen, C Liang, D Huang, E Real, K Wang, H Pham, X Dong, T Luong, ...
Advances in Neural Information Processing Systems 36, 2024
2462024
SwitchOut: an efficient data augmentation algorithm for neural machine translation
X Wang, H Pham, Z Dai, G Neubig
arXiv preprint arXiv:1808.07512, 2018
2282018
A Hierarchical Model for Device Placement
A Mirhoseini, A Goldie, H Pham, B Steiner, QV Le, J Dean
International Conference on Learning Representations (ICLR), 2019
1952019
Effective approaches to attention-based neural machine translation. arXiv 2015
MT Luong, H Pham, CD Manning
arXiv preprint arXiv:1508.04025, 2015
1662015
Combined scaling for zero-shot transfer learning
H Pham, Z Dai, G Ghiasi, K Kawaguchi, H Liu, AW Yu, J Yu, YT Chen, ...
Neurocomputing 555, 126658, 2023
1422023
Towards domain-agnostic contrastive learning
V Verma, T Luong, K Kawaguchi, H Pham, Q Le
International Conference on Machine Learning, 10530-10541, 2021
1092021
Multilingual neural machine translation with soft decoupled encoding
X Wang, H Pham, P Arthur, G Neubig
arXiv preprint arXiv:1902.03499, 2019
662019
Learning distributed representations for multilingual text sequences
H Pham, MT Luong, CD Manning
Proceedings of the 1st Workshop on Vector Space Modeling for Natural …, 2015
632015
Doremi: Optimizing data mixtures speeds up language model pretraining
SM Xie, H Pham, X Dong, N Du, H Liu, Y Lu, PS Liang, QV Le, T Ma, ...
Advances in Neural Information Processing Systems 36, 2024
572024
Optimizing data usage via differentiable rewards
X Wang, H Pham, P Michel, A Anastasopoulos, J Carbonell, G Neubig
International Conference on Machine Learning, 9983-9995, 2020
562020
A tree-based decoder for neural machine translation
X Wang, H Pham, P Yin, G Neubig
arXiv preprint arXiv:1808.09374, 2018
552018
Autodropout: Learning dropout patterns to regularize deep networks
H Pham, Q Le
Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9351-9359, 2021
532021
Proceedings of the 2015 conference on empirical methods in natural language processing
T Luong, H Pham, CD Manning
Effective approaches to attention-based neural machine translation, 1412-1421, 2015
512015
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