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Daniel McDuff

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1390 citations
    #cs.CL #cs.AI
  2. Towards Accurate Differential Diagnosis with Large Language Models
    2023/11/30 by Daniel McDuff, McDuff, Daniel, Mike Schaekermann +58 · 5 voices · 36 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CY
  3. Towards a Science of Scaling Agent Systems
    2025/12/09 by Yubin Kim, Ken Gu, Kim, Yubin +36 · 11 voices · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
  4. Medical Hallucinations in Foundation Models and Their Impact on Healthcare
    2025/02/26 by Yubin Kim, Hyewon Jeong, Kim, Yubin +51 · 12 voices · 28 citations
    #cs.CL #cs.AI #cs.CY
  5. Large Language Models are Few-Shot Health Learners
    2023/05/24 by Xin Liu, Daniel McDuff, Liu, Xin +21 · 1 voice · 16 citations
    Computer Science · #Machine Learning in Healthcare #Topic Modeling #cs.CL #cs.LG
  6. Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam
    2010/10/19 by Ming‐Zher Poh, Ming-Zher Poh, Daniel J McDuff +3 · 50 citations
    Engineering · Neuroscience · Medicine · #Non-Invasive Vital Sign Monitoring #EEG and Brain-Computer Interfaces #ECG Monitoring and Analysis
  7. Capabilities of Gemini Models in Medicine
    2024/04/29 by Khaled Saab, Tao Tu, Saab, Khaled +138 · 3 voices · 28 citations
    Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
  8. Gemma 4 Technical Report
    2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
    #cs.CL #cs.AI
  9. MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
    2024/04/22 by Yubin Kim, Kim, Yubin, Chanwoo Park +13 · 37 citations
    Business, Management and Accounting · Computer Science · Engineering · #Business Process Modeling and Analysis #Semantic Web and Ontologies #Biomedical and Engineering Education
  10. DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks
    2018/05/21 by Weixuan Chen, Daniel McDuff, Chen, Weixuan +1 · 15 citations
    Engineering · Medicine · #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques #Heart Rate Variability and Autonomic Control
  11. Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
    2020/06/06 by Xin Liu, Liu, Xin, Josh Fromm +5 · 17 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Healthcare Technology and Patient Monitoring #Image and Video Processing (eess.IV) #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #electronic engineering #information engineering
  12. EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement
    2021/10/09 by Xin Liu, Liu, Xin, Brian L. Hill +7 · 10 citations
    Engineering · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #ECG Monitoring and Analysis #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques
  13. rPPG-Toolbox: Deep Remote PPG Toolbox
    2022/10/03 by Xin Liu, Girish Narayanswamy, Liu, Xin +14 · 12 citations
    Engineering · Medicine · #Non-Invasive Vital Sign Monitoring #Hemodynamic Monitoring and Therapy #Optical Imaging and Spectroscopy Techniques
  14. Towards a Personal Health Large Language Model
    2024/06/10 by Justin Cosentino, Anastasiya Belyaeva, Cosentino, Justin +65 · 1 voice · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  15. Towards accurate differential diagnosis with large language models
    2025/04/09 by Daniel McDuff, Mike Schaekermann, Tao Tu +25 · 1 voice · 22 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
  16. A Review of Deep Learning for Video Captioning
    2023/04/22 by Moloud Abdar, Abdar, Moloud, Meenakshi Kollati +18 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
  17. SimPer: Simple Self-Supervised Learning of Periodic Targets
    2022/10/06 by Yuzhe Yang, Yang, Yuzhe, Xin Liu +11 · 4 citations
    Engineering · #Advanced Chemical Sensor Technologies
  18. Camera Measurement of Physiological Vital Signs
    2021/11/22 by Daniel McDuff, McDuff, Daniel · 4 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Healthcare Technology and Patient Monitoring #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
  19. COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems
    2022/02/20 by Shuang Ma, Ma, Shuang, Sai Vemprala +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  20. What Are the Odds? Language Models Are Capable of Probabilistic Reasoning
    2024/06/18 by Akshay Paruchuri, Paruchuri, Akshay, Jake Garrison +13 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck
    2019/08/19 by Shuang Ma, Ma, Shuang, Daniel McDuff +3 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  22. SensorLM: Learning the Language of Wearable Sensors
    2025/06/10 by Yuwei Zhang, Kumar Ayush, Zhang, Yuwei +37 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  23. The Capability of Large Language Models to Measure Psychiatric Functioning
    2023/08/03 by Isaac R. Galatzer‐Levy, Galatzer-Levy, Isaac R., Daniel McDuff +7 · 2 citations
    Medicine · Psychology · #Artificial Intelligence (cs.AI) #Cardiac Health and Mental Health #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Treatment and Access #Mental Health via Writing
  24. Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement
    2023/03/21 by Akshay Paruchuri, Xin Liu, Paruchuri, Akshay +8 · 2 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hemodynamic Monitoring and Therapy #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques
  25. LSM-2: Learning from Incomplete Wearable Sensor Data
    2025/06/05 by Maxwell A. Xu, Xu, Maxwell A., Girish Narayanswamy +47 · 6 citations
    Computer Science · Engineering · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Non-Invasive Vital Sign Monitoring
  26. Towards Understanding Emotional Intelligence for Behavior Change\n Chatbots
    2019/07/22 by Asma Ghandeharioun, Ghandeharioun, Asma, Daniel McDuff +5 · 1 citation
    Psychology · #Digital Mental Health Interventions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mental Health Research Topics #Mental Health via Writing
  27. Do Facial Expressions Predict Ad Sharing? A Large-Scale Observational Study
    2019/12/21 by Daniel McDuff, McDuff, Daniel, Jonah Berger +1 · 1 citation
    Business, Management and Accounting · Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Consumer Behavior in Brand Consumption and Identification #Digital Communication and Language #Evolutionary Psychology and Human Behavior #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  28. Global atmospheric data assimilation with multi-modal masked autoencoders
    2024/07/16 by Thomas Vandal, Vandal, Thomas J., Kate Duffy +7 · 2 citations
    Earth and Planetary Sciences · #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
  29. OpenTSLM: Time-Series Language Models for Reasoning over Multivariate Medical Text- and Time-Series Data
    2025/10/02 by Patrick Langer, Langer, Patrick, Thomas Kaar +45 · 2 voices · 4 citations
    Computer Science · #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Topic Modeling #cs.LG
  30. Federated Remote Physiological Measurement with Imperfect Data
    2022/03/11 by Xin Liu, Liu, Xin, Mingchuan Zhang +7 · 1 citation
    Computer Science · Environmental Science · #Privacy-Preserving Technologies in Data #Air Quality Monitoring and Forecasting #IoT and Edge/Fog Computing
  31. CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning
    2021/06/24 by Daniel McDuff, McDuff, Daniel, Yale Song +17 · 1 citation
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI)
  32. Identifying Bias in AI using Simulation
    2018/09/30 by Daniel McDuff, R.S. Cheng, McDuff, Daniel +3 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning
  33. On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI
    2024/02/07 by Daniel McDuff, Tim Korjakow, McDuff, Daniel +21 · 1 citation
    Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Digital Transformation in Law #FOS: Computer and information sciences #Software Engineering (cs.SE)
  34. Non-Contact Health Monitoring During Daily Personal Care Routines
    2025/06/11 by Xinchun Ma, Jiankai Tang, Ma, Xulin +16 · 3 citations
    Engineering · Computer Science · Psychology · #Non-Invasive Vital Sign Monitoring #Context-Aware Activity Recognition Systems #Emotion and Mood Recognition