Pham, Hieu
- Symbolic Discovery of Optimization Algorithms
2023/02/13 by Xiangning Chen, Chen Liang, Chen, Xiangning +21 · 3 voices · 68 citations
#cs.LG #cs.AI #cs.CL #cs.CV #cs.NE
- Efficient Neural Architecture Search via Parameter Sharing
2018/02/09 by Hieu Pham, Pham, Hieu, Melody Y. Guan +7 · 2 voices · 102 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #cs.CL #cs.CV #cs.LG #cs.NE #stat.ML
- Neural Combinatorial Optimization with Reinforcement Learning
2016/11/29 by Irwan Bello, Hieu Pham, Bello, Irwan +7 · 53 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research
- Effective Approaches to Attention-based Neural Machine Translation
2015/08/17 by Minh-Thang Luong, Hieu Pham, Luong, Minh-Thang +3 · 48 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
2023/05/17 by Sang Michael Xie, Hieu Pham, Xie, Sang Michael +17 · 58 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Device Placement Optimization with Reinforcement Learning
2017/06/13 by Azalia Mirhoseini, Mirhoseini, Azalia, Hieu Pham +17 · 13 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Reinforcement Learning in Robotics
- Meta Pseudo Labels
2020/03/23 by Pham, Hieu, Dai, Zihang, Xie, Qizhe +2 · 9 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Combined Scaling for Zero-shot Transfer Learning
2021/11/19 by Hieu Pham, Pham, Hieu, Zihang Dai +17 · 8 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- AutoDropout: Learning Dropout Patterns to Regularize Deep Networks
2021/01/05 by Hieu Pham, Pham, Hieu, Quoc V. Le +1 · 1 voice · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CV #cs.LG
- Towards Domain-Agnostic Contrastive Learning
2020/11/09 by Verma, Vikas, Luong, Minh-Thang, Kawaguchi, Kenji +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1\n Accuracy in One Hour
2020/10/30 by Arissa Wongpanich, Wongpanich, Arissa, Hieu Pham +12 · 1 voice
Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #cs.CV #cs.DC #cs.LG
- SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation
2018/08/22 by Wang, Xinyi, Pham, Hieu, Dai, Zihang +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Optimizing Data Usage via Differentiable Rewards
2019/11/22 by Wang, Xinyi, Pham, Hieu, Michel, Paul +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- High-Throughput Image-Based Plant Stand Count Estimation Using Convolutional Neural Networks
2020/10/23 by Saeed Khaki, Hieu Pham, Khaki, Saeed +7 · 1 citation
Agricultural and Biological Sciences · Chemistry · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #Remote Sensing in Agriculture #Smart Agriculture and AI #Spectroscopy and Chemometric Analyses
- An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions
2021/08/02 by Moeinizade, Saba, Pham, Hieu, Han, Ye +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization
2024/04/29 by Nguyen, Hong, Nguyen, Hoang, Chang, Melinda +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences