Alert button
Picture for Hieu Pham

Hieu Pham

Alert button

DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining

May 24, 2023
Sang Michael Xie, Hieu Pham, Xuanyi Dong, Nan Du, Hanxiao Liu, Yifeng Lu, Percy Liang, Quoc V. Le, Tengyu Ma, Adams Wei Yu

Figure 1 for DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
Figure 2 for DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
Figure 3 for DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
Figure 4 for DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
Viaarxiv icon

Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata

Apr 18, 2023
Tue M. Cao, Nhat H. Tran, Phi Le Nguyen, Hieu Pham

Figure 1 for Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata
Figure 2 for Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata
Viaarxiv icon

Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography

Mar 12, 2023
Nguyen Tuan, Phi Nguyen, Dai Tran, Hung Pham, Quang Nguyen, Thanh Le, Hanh Van, Bach Do, Phuong Tran, Vinh Le, Thuy Nguyen, Long Tran, Hieu Pham

Figure 1 for Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography
Figure 2 for Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography
Figure 3 for Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography
Figure 4 for Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography
Viaarxiv icon

Symbolic Discovery of Optimization Algorithms

Feb 17, 2023
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

Figure 1 for Symbolic Discovery of Optimization Algorithms
Figure 2 for Symbolic Discovery of Optimization Algorithms
Figure 3 for Symbolic Discovery of Optimization Algorithms
Figure 4 for Symbolic Discovery of Optimization Algorithms
Viaarxiv icon

MixupE: Understanding and Improving Mixup from Directional Derivative Perspective

Dec 29, 2022
Vikas Verma, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi

Figure 1 for MixupE: Understanding and Improving Mixup from Directional Derivative Perspective
Figure 2 for MixupE: Understanding and Improving Mixup from Directional Derivative Perspective
Figure 3 for MixupE: Understanding and Improving Mixup from Directional Derivative Perspective
Figure 4 for MixupE: Understanding and Improving Mixup from Directional Derivative Perspective
Viaarxiv icon

Combined Scaling for Zero-shot Transfer Learning

Nov 19, 2021
Hieu Pham, Zihang Dai, Golnaz Ghiasi, Hanxiao Liu, Adams Wei Yu, Minh-Thang Luong, Mingxing Tan, Quoc V. Le

Figure 1 for Combined Scaling for Zero-shot Transfer Learning
Figure 2 for Combined Scaling for Zero-shot Transfer Learning
Figure 3 for Combined Scaling for Zero-shot Transfer Learning
Figure 4 for Combined Scaling for Zero-shot Transfer Learning
Viaarxiv icon

An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions

Aug 02, 2021
Saba Moeinizade, Hieu Pham, Ye Han, Austin Dobbels, Guiping Hu

Figure 1 for An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions
Figure 2 for An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions
Figure 3 for An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions
Figure 4 for An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions
Viaarxiv icon

WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting

Mar 20, 2021
Saeed Khaki, Nima Safaei, Hieu Pham, Lizhi Wang

Figure 1 for WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting
Figure 2 for WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting
Figure 3 for WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting
Figure 4 for WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting
Viaarxiv icon

Meta Back-translation

Feb 15, 2021
Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig

Figure 1 for Meta Back-translation
Figure 2 for Meta Back-translation
Figure 3 for Meta Back-translation
Figure 4 for Meta Back-translation
Viaarxiv icon