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Andrew Y. Ng

  1. Tackling Climate Change with Machine Learning
    2019/06/10 by David Rolnick, Priya L. Donti, Rolnick, David +48 · 16 voices · 35 citations
    Computer Science · Engineering · Environmental Science · Mathematics · #cs.CY #cs.AI #cs.LG #stat.ML
  2. Deep Speech: Scaling up end-to-end speech recognition
    2014/12/17 by Awni Hannun, Hannun, Awni, Carl Case +19 · 4 voices · 30 citations
    Computer Science · #cs.CL #cs.LG #cs.NE
  3. Deep Voice: Real-time Neural Text-to-Speech
    2017/02/25 by Sercan O. Arik, Sercan Ö. Arık, Arik, Sercan O. +24 · 2 voices · 44 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG #cs.NE #cs.SD
  4. CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and\n Expert Comparison
    2019/01/21 by Jeremy Irvin, Pranav Rajpurkar, Irvin, Jeremy +37 · 248 citations
    Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  5. Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks
    2017/07/06 by Pranav Rajpurkar, Rajpurkar, Pranav, Awni Hannun +8 · 3 voices · 34 citations
    Computer Science · Medicine · Neuroscience · #Anomaly Detection Techniques and Applications #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #cs.CV
  6. CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
    2017/11/14 by Pranav Rajpurkar, Jeremy Irvin, Rajpurkar, Pranav +23 · 1 voice · 66 citations
    Computer Science · Mathematics · Medicine · #COVID-19 diagnosis using AI #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #cs.CV #cs.LG #stat.ML
  7. Building high-level features using large scale unsupervised learning
    2011/12/29 by Quoc V. Le, Le, Quoc V., Marc’Aurelio Ranzato +14 · 1 voice · 35 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Machine Learning (cs.LG) #cs.LG
  8. Zero-Shot Learning Through Cross-Modal Transfer
    2013/01/16 by Richard Socher, Socher, Richard, Milind Ganjoo +9 · 71 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #cs.CV #cs.LG
  9. CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
    2020/04/20 by Akshay Smit, Saahil Jain, Smit, Akshay +9 · 70 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
  10. RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
    2021/06/28 by Saahil Jain, Jain, Saahil, Ashwin Agrawal +21 · 68 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  11. NGBoost: Natural Gradient Boosting for Probabilistic Prediction
    2019/10/08 by Tony Duan, Anand Avati, Duan, Tony +11 · 21 citations
    Computer Science · #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification
  12. Neural Language Correction with Character-Based Attention
    2016/03/31 by Ziang Xie, Anand Avati, Xie, Ziang +7 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
  13. Data Noising as Smoothing in Neural Network Language Models
    2017/03/07 by Ziang Xie, Xie, Ziang, Sida I. Wang +11 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  14. DataPerf: Benchmarks for Data-Centric AI Development
    2022/07/20 by Mark Mazumder, Mazumder, Mark, Colby Banbury +78 · 15 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  15. Many-Shot In-Context Learning in Multimodal Foundation Models
    2024/05/16 by Yixing Jiang, Jiang, Yixing, Jeremy Irvin +9 · 21 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geoscience and Mining Technology #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques
  16. MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs
    2017/12/11 by Pranav Rajpurkar, Rajpurkar, Pranav, Jeremy Irvin +25 · 8 citations
    Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #FOS: Physical sciences #Medical Imaging and Analysis #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging
  17. 3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations
    2021/04/21 by Bryan Gopal, Gopal, Bryan, Ryan Han +9 · 7 citations
    Medicine · Neuroscience · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #Phonocardiography and Auscultation Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
  18. MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
    2025/01/24 by Yixing Jiang, Jiang, Yixing, Kameron Collin Black +13 · 1 voice · 15 citations
    Computer Science · Immunology and Microbiology · Medicine · #Artificial Intelligence (cs.AI) #Biosimilars and Bioanalytical Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Radiomics and Machine Learning in Medical Imaging #cs.AI #cs.LG #cs.MA
  19. Ambulatory Atrial Fibrillation Monitoring Using Wearable Photoplethysmography with Deep Learning
    2018/11/12 by Maxime Voisin, Yichen Shen, Voisin, Maxime +9 · 4 citations
    Engineering · Medicine · #ECG Monitoring and Analysis #FOS: Physical sciences #Heart Rate Variability and Autonomic Control #Medical Physics (physics.med-ph) #Non-Invasive Vital Sign Monitoring
  20. Shift-Invariance Sparse Coding for Audio Classification
    2012/06/20 by Roger Grosse, Grosse, Roger, Rajat Raina +5 · 3 citations
    Computer Science · Mathematics · Neuroscience · #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Neuroscience and Music Perception #cs.LG #stat.ML
  21. USat: A Unified Self-Supervised Encoder for Multi-Sensor Satellite Imagery
    2023/12/02 by Jeremy Irvin, Lucas Tao, Irvin, Jeremy +11 · 7 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Image and Video Retrieval Techniques #Applications (stat.AP) #Artificial Intelligence (cs.AI) #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) #Remote-Sensing Image Classification #Underwater Acoustics Research #electronic engineering #information engineering
  22. Grounded Compositional Semantics for Finding and Describing Images with Sentences
    2014/12/01 by Richard Socher, Andrej Karpathy, Quoc V. Le +2 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  23. MedAug: Contrastive learning leveraging patient metadata improves\n representations for chest X-ray interpretation
    2021/02/21 by Yen Nhi Truong Vu, Vu, Yen Nhi Truong, Richard Wang +9 · 5 citations
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Mycobacterium research and diagnosis #electronic engineering #information engineering
  24. CheXpedition: Investigating Generalization Challenges for Translation of\n Chest X-Ray Algorithms to the Clinical Setting
    2020/02/26 by Pranav Rajpurkar, Anirudh Joshi, Rajpurkar, Pranav +13 · 6 citations
    Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  25. Learning Factor Graphs in Polynomial Time & Sample Complexity
    2012/07/04 by Pieter Abbeel, Daphne Koller, Abbeel, Pieter +3 · 1 citation
    Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.LG #stat.ML
  26. MoCo-CXR: MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models
    2020/10/11 by Hari Sowrirajan, Sowrirajan, Hari, Jingbo Yang +5 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
  27. PEGASUS: A Policy Search Method for Large MDPs and POMDPs
    2013/01/16 by Andrew Y. Ng, Michael I. Jordan, Ng, Andrew Y. +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
  28. An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering
    2013/02/06 by Michael Kearns, Yishay Mansour, Kearns, Michael +3 · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  29. First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs
    2014/08/12 by Awni Y. Hannun, Andrew L. Maas, Hannun, Awni Y. +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cs.CL #cs.LG #cs.NE
  30. An Empirical Evaluation of Deep Learning on Highway Driving
    2015/04/07 by Brody Huval, Tao Wang, Huval, Brody +23 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #cs.CV #cs.RO
  31. Countdown Regression: Sharp and Calibrated Survival Predictions
    2018/06/21 by Anand Avati, Tony Duan, Avati, Anand +9 · 1 citation
    Computer Science · Health Professions · Medicine · #Applications (stat.AP) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment
  32. Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture
    2020/05/07 by Hao Sheng, Sheng, Hao, Xiao Chen +7 · 1 citation
    Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture #Remote-Sensing Image Classification
  33. OGNet: Towards a Global Oil and Gas Infrastructure Database using Deep Learning on Remotely Sensed Imagery
    2020/11/14 by Hao Sheng, Sheng, Hao, Jeremy Irvin +23 · 1 citation
    Engineering · Environmental Science · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Atmospheric and Environmental Gas Dynamics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification
  34. Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation
    2024/04/25 by Tanvi Deshpande, Eva Prakash, Deshpande, Tanvi +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Image and Object Detection Techniques #Medical Image Segmentation Techniques
  35. Detecting Neighborhood Gentrification at Scale via Street-level Visual Data
    2023/01/04 by Tianyuan Huang, Huang, Tianyuan, Timothy Dai +13 · 1 citation
    Computer Science · Environmental Science · Social Sciences · #Video Surveillance and Tracking Methods #Land Use and Ecosystem Services #Human Mobility and Location-Based Analysis
  36. Unlocking Robust Segmentation Across All Age Groups via Continual Learning
    2024/04/19 by Chih-Ying Liu, Jeya Maria Jose Valanarasu, Liu, Chih-Ying +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  37. A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes
    2002/11/01 by Michael Kearns, Yishay Mansour, Andrew Y. Ng · 1 citation
    Computer Science · Mathematics · #Reinforcement Learning in Robotics #Machine Learning and Algorithms #AI-based Problem Solving and Planning #Markov decision process #Reinforcement learning #State space #Time horizon #Mathematical optimization #Tree (set theory) #Computer science #Markov chain #Bellman equation #Mathematics #Fraction (chemistry) #Exponential function #State (computer science) #Markov process #Algorithm #Artificial intelligence #Machine learning
  38. Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis
    2024/11/27 by Eva Prakash, Jeya Maria Jose Valanarasu, Prakash, Eva +21 · 1 citation
    Engineering · Medicine · #Advanced X-ray and CT Imaging #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering