Barret Zoph
Barret Zoph
Senior Research Scientist, Google Brain
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Learning transferable architectures for scalable image recognition
B Zoph, V Vasudevan, J Shlens, QV Le
Proceedings of the IEEE conference on computer vision and pattern …, 2018
23442018
Neural architecture search with reinforcement learning
B Zoph, QV Le
arXiv preprint arXiv:1611.01578, 2016
23342016
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
11002018
Searching for activation functions
P Ramachandran, B Zoph, QV Le
arXiv preprint arXiv:1710.05941, 2017
950*2017
Progressive neural architecture search
C Liu, B Zoph, M Neumann, J Shlens, W Hua, LJ Li, L Fei-Fei, A Yuille, ...
Proceedings of the European conference on computer vision (ECCV), 19-34, 2018
9052018
Autoaugment: Learning augmentation strategies from data
ED Cubuk*, B Zoph*, D Mane, V Vasudevan, QV Le
Proceedings of the IEEE conference on computer vision and pattern …, 2019
888*2019
Specaugment: A simple data augmentation method for automatic speech recognition
DS Park, W Chan, Y Zhang, CC Chiu, B Zoph, ED Cubuk, QV Le
arXiv preprint arXiv:1904.08779, 2019
5962019
Transfer learning for low-resource neural machine translation
B Zoph, D Yuret, J May, K Knight
arXiv preprint arXiv:1604.02201, 2016
4062016
Understanding and simplifying one-shot architecture search
G Bender, PJ Kindermans, B Zoph, V Vasudevan, Q Le
International Conference on Machine Learning, 550-559, 2018
2702018
Multi-source neural translation
B Zoph, K Knight
arXiv preprint arXiv:1601.00710, 2016
2242016
Randaugment: Practical automated data augmentation with a reduced search space
ED Cubuk*, B Zoph*, J Shlens, QV Le
arXiv preprint arXiv:1909.13719, 2019
211*2019
Searching for efficient multi-scale architectures for dense image prediction
LC Chen, MD Collins, Y Zhu, G Papandreou, B Zoph, F Schroff, H Adam, ...
arXiv preprint arXiv:1809.04184, 2018
2072018
Neural optimizer search with reinforcement learning
I Bello, B Zoph, V Vasudevan, QV Le
International Conference on Machine Learning, 459-468, 2017
1672017
Attention augmented convolutional networks
I Bello, B Zoph, A Vaswani, J Shlens, QV Le
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
1302019
Augmix: A simple data processing method to improve robustness and uncertainty
D Hendrycks, N Mu, ED Cubuk, B Zoph, J Gilmer, B Lakshminarayanan
arXiv preprint arXiv:1912.02781, 2019
1062019
Learning data augmentation strategies for object detection
B Zoph*, ED Cubuk*, G Ghiasi, TY Lin, J Shlens, QV Le
arXiv preprint arXiv:1906.11172, 2019
892019
Intriguing properties of adversarial examples
ED Cubuk, B Zoph, SS Schoenholz, QV Le
arXiv preprint arXiv:1711.02846, 2017
432017
Simple, fast noise-contrastive estimation for large rnn vocabularies
B Zoph, A Vaswani, J May, K Knight
Proceedings of the 2016 Conference of the North American Chapter of the …, 2016
402016
Rethinking pre-training and self-training
B Zoph*, G Ghiasi*, TY Lin*, Y Cui, H Liu, ED Cubuk, QV Le
arXiv preprint arXiv:2006.06882, 2020
282020
Naive-student: Leveraging semi-supervised learning in video sequences for urban scene segmentation
LC Chen, RG Lopes, B Cheng, MD Collins, ED Cubuk, B Zoph, H Adam, ...
European Conference on Computer Vision, 695-714, 2020
16*2020
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