Hieu Pham

发表

High-throughput image-based plant stand count estimation using convolutional neural networks

Lizhi Wang, Saeed Khaki, Hieu Pham, 2020, bioRxiv.

Elderly People Living Alone: Detecting Home Visits with Ambient and Wearable Sensing

Rui Hu, Daniel Gatica-Perez, Hieu Pham, 2017, MMHealth@MM.

Modified Self-adaptive Strategy for Controlling Parameters in Differential Evolution

Hiroshi Hasegawa, Hieu Pham, Tam Bui, 2012, AsiaSim.

SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation

Graham Neubig, Zihang Dai, Hieu Pham, 2018, EMNLP.

Adaptive system of swarm intelligent with Genetic Algorithm for global optimization

Hiroshi Hasegawa, Hieu Pham, 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Efficient Neural Architecture Search via Parameter Sharing

Quoc V. Le, Melody Y. Guan, Hieu Pham, 2018, ICML.

Neural Network with Migration Parallel GA for Adaptive Control of Integrated DE-PSO Parameters

Hiroshi Hasegawa, Hieu Pham, Sousuke Tooyama, 2013, 2013 8th EUROSIM Congress on Modelling and Simulation.

Adaptive Control of Hybrid PSO-APGA using Neural Network for Constrained Real-Parameter Optimization

Hiroshi Hasegawa, Hieu Pham, Tam Bui, 2014 .

Evolutionary Strategies of Adaptive Plan System with Genetic Algorithm

Hieu Pham, Hiroshi Hasegawa, Sousuke Tooyama, 2012 .

Optimizing Ensemble Weights for Machine Learning Models: A Case Study for Housing Price Prediction

Hieu Pham, Mohsen Shahhosseini, Guiping Hu, 2019 .

Effective Approaches to Attention-based Neural Machine Translation pdf

Christopher D. Manning, Hieu Pham, Thang Luong, 2015, EMNLP.

Adaptive Plan System of Swarm Intelligent using Differential Evolution with Genetic Algorithm

Hieu Pham, Hiroshi Hasegawa, Hiroshi Hasegawa, 2013 .

83% ImageNet Accuracy in One Hour

Hieu Pham, Sameer Kumar, Yang You, 2020 .

Learning Distributed Representations for Multilingual Text Sequences

Christopher D. Manning, Hieu Pham, Thang Luong, 2015, VS@HLT-NAACL.

A Tree-based Decoder for Neural Machine Translation pdf

Graham Neubig, Pengcheng Yin, Hieu Pham, 2018, EMNLP.

AutoDropout: Learning Dropout Patterns to Regularize Deep Networks pdf

Quoc V. Le, Hieu Pham, Hieu Pham, 2021, AAAI.

Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problems pdf

Hieu Pham, Mohsen Shahhosseini, Guiping Hu, 2019, Machine Learning with Applications.

Neural Combinatorial Optimization with Reinforcement Learning pdf

Samy Bengio, Quoc V. Le, Mohammad Norouzi, 2016, ICLR.

Multilingual Neural Machine Translation With Soft Decoupled Encoding pdf

Graham Neubig, Philip Arthur, Hieu Pham, 2019, ICLR.

On Cesáro Averages for Weighted Trees in the Random Forest

Hieu Pham, Sigurður Olafsson, S. Ólafsson, 2019, Journal of Classification.

Hierarchical Planning for Device Placement

Quoc V. Le, Azalia Mirhoseini, Hieu Pham, 2018 .

Device Placement Optimization with Reinforcement Learning

Samy Bengio, Naveen Kumar, Quoc V. Le, 2017, ICML.

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

Quoc V. Le, Mingxing Tan, Hieu Pham, 2020, IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum.

Bilingual Word Representations with Monolingual Quality in Mind

Christopher D. Manning, Hieu Pham, Thang Luong, 2015, VS@HLT-NAACL.

YieldNet: A Convolutional Neural Network for Simultaneous Corn and Soybean Yield Prediction Based on Remote Sensing Data

Saeed Khaki, Hieu Pham, Lizhi Wang, 2020, bioRxiv.

Bagged ensembles with tunable parameters

Hieu Pham, Sigurdur Ólafsson, S. Ólafsson, 2018, Comput. Intell..

A Hierarchical Model for Device Placement

Quoc V. Le, Azalia Mirhoseini, Hieu Pham, 2018, ICLR.

Towards Domain-Agnostic Contrastive Learning pdf

Quoc V. Le, Minh-Thang Luong, Hieu Pham, 2020, ArXiv.

Hybrid Neighborhood Control Method of Adaptive Plan System with Genetic Algorithm

Hieu Pham, Hiroshi Hasegawa, 2010 .

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

Quoc V. Le, Melody Y. Guan, Hieu Pham, 2018, ICLR.

Self-adaptive of Differential Evolution using Neural Network with Island Model of Genetic Algorithm

Hieu Pham, Hiroshi Hasegawa, Linh Tao, 2018 .

Meta Back-translation pdf

Graham Neubig, Hieu Pham, Yiming Yang, 2021, ICLR.

Combined Scaling for Zero-shot Transfer Learning pdf

Quoc V. Le, Adams Wei Yu, Minh-Thang Luong, 2021, ArXiv.

Towards Domain-Agnostic Contrastive Learning

Quoc V. Le, Minh-Thang Luong, Hieu Pham, 2020, ICML.

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

Quoc V. Le, Hieu Pham, Yinfei Yang, 2021, ICML.

DeepCorn: A semi-supervised deep learning method for high-throughput image-based corn kernel counting and yield estimation

Saeed Khaki, Hieu Pham, Wade Kent, 2021, Knowl. Based Syst..

On Optimization Algorithms for Recurrent Networks with Long Short-Term Memory

Hieu Pham, Hieu Pham, 2015 .