Hieu Pham

According to our database, Hieu Pham authored at least 18 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Combined scaling for zero-shot transfer learning.

Hieu Pham, Zihang Dai, Golnaz Ghiasi, Kenji Kawaguchi, Hanxiao Liu, Adams Wei Yu, Jiahui Yu, Yi-Ting Chen, Minh-Thang Luong, Yonghui Wu, Mingxing Tan, Quoc V. Le

Neurocomputing, October, 2023

Symbolic Discovery of Optimization Algorithms.

Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Kaiyuan Wang, Yao Liu, Hieu Pham, Xuanyi Dong, Thang Luong, Cho-Jui Hsieh, Yifeng Lu, Quoc V. Le

CoRR, 2023

MixupE: Understanding and improving Mixup from directional derivative perspective.

Yingtian Zou, Vikas Verma, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi

Proceedings of the Uncertainty in Artificial Intelligence, 2023

DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining.

Sang Michael Xie, Hieu Pham, Xuanyi Dong, Nan Du, Hanxiao Liu, Yifeng Lu, Percy Liang, Quoc V. Le, Tengyu Ma, Adams Wei Yu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Symbolic Discovery of Optimization Algorithms.

Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Kaiyuan Wang, Hieu Pham, Xuanyi Dong, Thang Luong, Cho-Jui Hsieh, Yifeng Lu, Quoc V. Le

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

MixupE: Understanding and Improving Mixup from Directional Derivative Perspective.

Vikas Verma, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi

CoRR, 2022

2021

Combined Scaling for Zero-shot Transfer Learning.

Hieu Pham, Zihang Dai, Golnaz Ghiasi, Hanxiao Liu, Adams Wei Yu, Minh-Thang Luong, Mingxing Tan, Quoc V. Le

CoRR, 2021

Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour.

Arissa Wongpanich, Hieu Pham, James Demmel, Mingxing Tan, Quoc V. Le, Yang You, Sameer Kumar

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

Towards Domain-Agnostic Contrastive Learning.

Vikas Verma, Thang Luong, Kenji Kawaguchi, Hieu Pham, Quoc V. Le

Proceedings of the 38th International Conference on Machine Learning, 2021

Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision.

Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig

Proceedings of the 38th International Conference on Machine Learning, 2021

Meta Pseudo Labels.

Hieu Pham, Zihang Dai, Qizhe Xie, Quoc V. Le

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

AutoDropout: Learning Dropout Patterns to Regularize Deep Networks.

Hieu Pham, Quoc V. Le

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Towards Domain-Agnostic Contrastive Learning.

Vikas Verma, Minh-Thang Luong, Kenji Kawaguchi, Hieu Pham, Quoc V. Le

CoRR, 2020

2018

Efficient Neural Architecture Search via Parameter Sharing.

Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean

Proceedings of the 35th International Conference on Machine Learning, 2018

Faster Discovery of Neural Architectures by Searching for Paths in a Large Model.

Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean

Proceedings of the 6th International Conference on Learning Representations, 2018

A Hierarchical Model for Device Placement.

Azalia Mirhoseini, Anna Goldie, Hieu Pham, Benoit Steiner, Quoc V. Le, Jeff Dean

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Device Placement Optimization with Reinforcement Learning.

Azalia Mirhoseini, Hieu Pham, Quoc V. Le, Benoit Steiner, Rasmus Larsen, Yuefeng Zhou, Naveen Kumar, Mohammad Norouzi, Samy Bengio, Jeff Dean

Proceedings of the 34th International Conference on Machine Learning, 2017

Neural Combinatorial Optimization with Reinforcement Learning.

Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, Samy Bengio

Proceedings of the 5th International Conference on Learning Representations, 2017