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Andrew M. Dai

  1. Scalable and accurate deep learning with electronic health records
    2018/01/24 by Alvin Rajkomar, Eyal Oren, Kai Chen +35 · 2 voices · 44 citations
    Computer Science · Health Professions · Medicine · #Machine Learning in Healthcare #Electronic Health Records Systems #Artificial Intelligence in Healthcare and Education
  2. PaLM: Scaling Language Modeling with Pathways
    2022/04/05 by Aakanksha Chowdhery, Sharan Narang, Chowdhery, Aakanksha +129 · 392 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  3. Finetuned Language Models Are Zero-Shot Learners
    2021/09/03 by Jason Wei, Maarten Bosma, Wei, Jason +15 · 344 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  4. Scaling Instruction-Finetuned Language Models
    2022/10/20 by Hyung Won Chung, Le Hou, Chung, Hyung Won +62 · 239 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  5. GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
    2021/12/13 by Nan Du, Du, Nan, Yanping Huang +51 · 103 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. Mixture-of-Experts with Expert Choice Routing
    2022/02/18 by Yanqi Zhou, Zhou, Yanqi, Tao Lei +17 · 90 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
  7. Semi-supervised Sequence Learning
    2015/11/04 by Andrew M. Dai, Quoc V. Le, Dai, Andrew M. +1 · 72 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  8. Training independent subnetworks for robust prediction
    2020/10/13 by Marton Havasi, Rodolphe Jenatton, Havasi, Marton +13 · 2 voices · 9 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #cs.CV #cs.LG #stat.ML
  9. PaLM 2 Technical Report
    2023/05/17 by Rohan Anil, Andrew M. Dai, Anil, Rohan +224 · 68 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  10. Adversarial Training Methods for Semi-Supervised Text Classification
    2016/05/25 by Takeru Miyato, Andrew M. Dai, Miyato, Takeru +3 · 38 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis
  11. Music Transformer
    2018/09/12 by Cheng-Zhi Anna Huang, Ashish Vaswani, Huang, Cheng-Zhi Anna +17 · 19 citations
    Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
  12. Best Practices and Lessons Learned on Synthetic Data
    2024/04/11 by Ruibo Liu, Jerry Wei, Liu, Ruibo +19 · 2 voices · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  13. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Rohan Anil, Gemini Team, Sebastian Borgeaud +2682 · 9 voices
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
  14. Learning the Graphical Structure of Electronic Health Records with Graph\n Convolutional Transformer
    2019/06/11 by Edward Choi, Zhen Xu, Choi, Edward +12 · 6 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Topic Modeling
  15. Learning Longer-term Dependencies in RNNs with Auxiliary Losses
    2018/03/01 by Trieu H. Trinh, Trinh, Trieu H., Andrew M. Dai +5 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  16. MaskGAN: Better Text Generation via Filling in the______
    2018/01/23 by William Fedus, Fedus, William, Ian Goodfellow +3 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  17. Flow Contrastive Estimation of Energy-Based Models
    2019/12/02 by Ruiqi Gao, Erik Nijkamp, Gao, Ruiqi +9 · 3 citations
    Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Music and Audio Processing
  18. Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models
    2024/12/04 by Alex Havrilla, Havrilla, Alex, Andrew M. Dai +36 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  19. Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step
    2017/10/23 by William Fedus, Mihaela Rosca, Fedus, William +9 · 4 citations
    Economics, Econometrics and Finance · Energy · #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #Global Energy and Sustainability Research #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Market Dynamics and Volatility
  20. Quality-Diversity through AI Feedback
    2023/10/19 by Herbie Bradley, Bradley, Herbie, Andrew M. Dai +17 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Reinforcement Learning in Robotics
  21. MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
    2023/05/24 by Marco Bellagente, Manuel Brack, Bellagente, Marco +25 · 2 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  22. Order Matters in the Presence of Dataset Imbalance for Multilingual Learning
    2023/12/11 by Dami Choi, Derrick Xin, Choi, Dami +15 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
  23. From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models
    2024/06/14 by Eleni Nisioti, Nisioti, Eleni, Claire Glanois +17 · 2 citations
    Computer Science · #Topic Modeling
  24. Dynamic twisting and imaging of moiré crystals
    2023/07/13 by Qixuan Zhang, Zhang, Qixuan, Lingyuan Lyu +22 · 1 citation
    Physics and Astronomy · Materials Science · #Force Microscopy Techniques and Applications #2D Materials and Applications #Graphene research and applications
  25. Improved Hierarchical Patient Classification with Language Model Pretraining over Clinical Notes
    2019/09/06 by Jonas Kemp, Alvin Rajkomar, Kemp, Jonas +3 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Healthcare #Topic Modeling #Biomedical Text Mining and Ontologies