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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

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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

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* Accepted for presentation at the Midwest Machine Learning Symposium (MMLS 2023), Chicago, IL, USA 

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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

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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

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* 29 pages, we clarified the recommended learning rate and added some references 

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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

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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

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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

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* 22 pages, 7 figures 

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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

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* 14 pages, 5 figures 

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Meta Back-translation


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

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* Accepted to ICLR 2021 

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