Daniel McDuff

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 78

Top Topics

Facial Animation

Personal Health

Top Venues

Publications

Steven Abreu, Tiffany D. Do, Karan Ahuja, Eric J. Gonzalez, Lee Payne, Daniel McDuff, Mar González-Franco
PARSE-Ego4D: Personal Action Recommendation Suggestions for Egocentric Videos. CoRR (2024)
Yubin Kim, Xuhai Xu, Daniel McDuff, Cynthia Breazeal, Hae Won Park
Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data. CoRR (2024)
Daniel McDuff, Tim Korjakow, Scott Cambo, Jesse Josua Benjamin, Jenny Lee, Yacine Jernite, Carlos Muñoz Ferrandis, Aaron Gokaslan, Alek Tarkowski, Joseph Lindley, A. Feder Cooper, Danish Contractor
On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI. CoRR (2024)
Lisa O'Bryan, Tim Oxendahl, Xu Chen, Daniel McDuff, Santiago Segarra, Matthew A. Wettergreen, Margaret E. Beier, Ashutosh Sabharwal
Objective Communication Patterns Associated With Team Member Effectiveness in Real-World Virtual Teams. Hum. Factors 66 (5) (2024)
Shayne Longpre, Stella Biderman, Alon Albalak, Hailey Schoelkopf, Daniel McDuff, Sayash Kapoor, Kevin Klyman, Kyle Lo, Gabriel Ilharco, Nay San, Maribeth Rauh, Aviya Skowron, Bertie Vidgen, Laura Weidinger, Arvind Narayanan, Victor Sanh, David Ifeoluwa Adelani, Percy Liang, Rishi Bommasani, Peter Henderson, Sasha Luccioni, Yacine Jernite, Luca Soldaini
The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources. CoRR (2024)
Marta Wilczkowiak, Ken Jakubzak, James Clemoes, Cornelia Treptow, Michaela Porubanova, Kerry Read, Daniel McDuff, Marina Kuznetsova, Sean Rintel, Mar González-Franco
Ecological Validity and the Evaluation of Avatar Facial Animation Noise. VR Workshops (2024)
Mike A. Merrill, Akshay Paruchuri, Naghmeh Rezaei, Geza Kovacs, Javier Perez Matos, Yun Liu, Erik Schenck, Nova Hammerquist, Jake Sunshine, Shyam Tailor, Kumar Ayush, Hao-Wei Su, Qian He, Cory Y. McLean, Mark Malhotra, Shwetak N. Patel, Jiening Zhan, Tim Althoff, Daniel McDuff, Xin Liu
Transforming Wearable Data into Health Insights using Large Language Model Agents. CoRR (2024)
Girish Narayanswamy, Yujia Liu, Yuzhe Yang, Chengqian Ma, Xin Liu, Daniel McDuff, Shwetak N. Patel
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements. WACV (2024)
Thomas J. Vandal, Kate Duffy, Daniel McDuff, Yoni Nachmany, Chris Hartshorn
Global atmospheric data assimilation with multi-modal masked autoencoders. CoRR (2024)
Yubin Kim, Chanwoo Park, Hyewon Jeong, Yik Siu Chan, Xuhai Xu, Daniel McDuff, Cynthia Breazeal, Hae Won Park
Adaptive Collaboration Strategy for LLMs in Medical Decision Making. CoRR (2024)
Akshay Paruchuri, Xin Liu, Yulu Pan, Shwetak N. Patel, Daniel McDuff, Soumyadip Sengupta
Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement. WACV (2024)
Khaled Saab, Tao Tu, Wei-Hung Weng, Ryutaro Tanno, David Stutz, Ellery Wulczyn, Fan Zhang, Tim Strother, Chunjong Park, Elahe Vedadi, Juanma Zambrano Chaves, Szu-Yeu Hu, Mike Schaekermann, Aishwarya Kamath, Yong Cheng, David G. T. Barrett, Cathy Cheung, Basil Mustafa, Anil Palepu, Daniel McDuff, Le Hou, Tomer Golany, Luyang Liu, Jean-Baptiste Alayrac, Neil Houlsby, Nenad Tomasev, Jan Freyberg, Charles Lau, Jonas Kemp, Jeremy Lai, Shekoofeh Azizi, Kimberly Kanada, SiWai Man, Kavita Kulkarni, Ruoxi Sun, Siamak Shakeri, Luheng He, Benjamin Caine, Albert Webson, Natasha Latysheva, Melvin Johnson, Philip Andrew Mansfield, Jian Lu, Ehud Rivlin, Jesper Anderson, Bradley Green, Renee Wong, Jonathan Krause, Jonathon Shlens, Ewa Dominowska, S. M. Ali Eslami, Katherine Chou, Claire Cui, Oriol Vinyals, Koray Kavukcuoglu, James Manyika, Jeff Dean, Demis Hassabis, Yossi Matias, Dale R. Webster, Joelle K. Barral, Greg Corrado, Christopher Semturs, S. Sara Mahdavi, Juraj Gottweis, Alan Karthikesalingam, Vivek Natarajan
Capabilities of Gemini Models in Medicine. CoRR (2024)
Akshay Paruchuri, Jake Garrison, Shun Liao, John Hernandez, Jacob E. Sunshine, Tim Althoff, Xin Liu, Daniel McDuff
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning. CoRR (2024)
Zachary Englhardt, Chengqian Ma, Margaret E. Morris, Chun-Cheng Chang, Xuhai Xu, Lianhui Qin, Daniel McDuff, Xin Liu, Shwetak N. Patel, Vikram Iyer
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (2) (2024)
Laleh Jalilian, Daniel McDuff, Achuta Kadambi
The Potential and Perils of Generative Artificial Intelligence for Quality Improvement and Patient Safety. CoRR (2024)
Justin Cosentino, Anastasiya Belyaeva, Xin Liu, Nicholas A. Furlotte, Zhun Yang, Chace Lee, Erik Schenck, Yojan Patel, Jian Cui, Logan Douglas Schneider, Robby Bryant, Ryan G. Gomes, Allen Jiang, Roy Lee, Yun Liu, Javier Perez Matos, Jameson K. Rogers, Cathy Speed, Shyam Tailor, Megan Walker, Jeffrey Yu, Tim Althoff, Conor Heneghan, John Hernandez, Mark Malhotra, Leor Stern, Yossi Matias, Gregory S. Corrado, Shwetak N. Patel, Shravya Shetty, Jiening Zhan, Shruthi Prabhakara, Daniel McDuff, Cory Y. McLean
Towards a Personal Health Large Language Model. CoRR (2024)
Björn Braun, Daniel McDuff, Christian Holz
How Suboptimal is Training rPPG Models with Videos and Targets from Different Body Sites? CoRR (2024)
Daniel McDuff
Camera Measurement of Physiological Vital Signs. ACM Comput. Surv. 55 (9) (2023)
Ioannis T. Pavlidis, Theodora Chaspari, Daniel McDuff
Editorial: Special Issue on Unobtrusive Physiological Measurement Methods for Affective Applications. IEEE Trans. Affect. Comput. 14 (4) (2023)
Daniel McDuff, Andrew Barakat, Ari Winbush, Allen Jiang, Felicia Cordeiro, Ryann Crowley, Lauren E. Kahn, John Hernandez, Nicholas B. Allen
Research Protocol for the Google Health Digital Well-being Study. CoRR (2023)
Daway Chou-Ren, Mike Winters, Javier Hernandez, Daniel McDuff, Jina Suh, Vanessa Rodriguez, Gonzalo A. Ramos, Mary Czerwinski
Do You Even Need Sensors?: Synthetic Biomusic as an Empathic Technology. ACII (2023)
Jiankai Tang, Kequan Chen, Yuntao Wang, Yuanchun Shi, Shwetak N. Patel, Daniel McDuff, Xin Liu
MMPD: Multi-Domain Mobile Video Physiology Dataset. CoRR (2023)
Yuzhe Yang, Xin Liu, Jiang Wu, Silviu Borac, Dina Katabi, Ming-Zher Poh, Daniel McDuff
SimPer: Simple Self-Supervised Learning of Periodic Targets. ICLR (2023)
Bjoern Braun, Daniel McDuff, Tadas Baltrusaitis, Christian Holz
Video-based sympathetic arousal assessment via peripheral blood flow estimation. CoRR (2023)
Daniel McDuff, Theodore Curran, Achuta Kadambi
Synthetic Data in Healthcare. CoRR (2023)
Akshay Paruchuri, Xin Liu, Yulu Pan, Shwetak N. Patel, Daniel McDuff, Soumyadip Sengupta
Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing. CoRR (2023)
Suril Mehta, Nipun Kwatra, Mohit Jain, Daniel McDuff
"Can't Take the Pressure?": Examining the Challenges of Blood Pressure Estimation via Pulse Wave Analysis. CoRR (2023)
Isaac R. Galatzer-Levy, Daniel McDuff, Vivek Natarajan, Alan Karthikesalingam, Matteo Malgaroli
The Capability of Large Language Models to Measure Psychiatric Functioning. CoRR (2023)
Xin Liu, Brian L. Hill, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement. WACV (2023)
Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron Halfaker, Liqun Shao, Daniel McDuff, Ahmed Hassan Awadallah, Dragomir Radev, Jianfeng Gao
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models. ACL (Findings) (2023)
Yuxuan Ou, Yuzhe Zhang, Yuntang Wang, Shwetak N. Patel, Daniel McDuff, Yuzhe Yang, Xin Liu
Training Robust Deep Physiological Measurement Models with Synthetic Video-based Data. CoRR (2023)
Girish Narayanswamy, Yujia Liu, Yuzhe Yang, Chengqian Ma, Xin Liu, Daniel McDuff, Shwetak N. Patel
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements. CoRR (2023)
Daniel McDuff, Mike Schaekermann, Tao Tu, Anil Palepu, Amy Wang, Jake Garrison, Karan Singhal, Yash Sharma, Shekoofeh Azizi, Kavita Kulkarni, Le Hou, Yong Cheng, Yun Liu, S. Sara Mahdavi, Sushant Prakash, Anupam Pathak, Christopher Semturs, Shwetak N. Patel, Dale R. Webster, Ewa Dominowska, Juraj Gottweis, Joelle K. Barral, Katherine Chou, Gregory S. Corrado, Yossi Matias, Jake Sunshine, Alan Karthikesalingam, Vivek Natarajan
Towards Accurate Differential Diagnosis with Large Language Models. CoRR (2023)
Zachary Englhardt, Chengqian Ma, Margaret E. Morris, Xuhai "Orson" Xu, Chun-Cheng Chang, Lianhui Qin, Daniel McDuff, Xin Liu, Shwetak N. Patel, Vikram Iyer
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models. CoRR (2023)
Xin Liu, Girish Narayanswamy, Akshay Paruchuri, Xiaoyu Zhang, Jiankai Tang, Yuzhe Zhang, Roni Sengupta, Shwetak N. Patel, Yuntao Wang, Daniel McDuff
rPPG-Toolbox: Deep Remote PPG Toolbox. NeurIPS (2023)
Jiankai Tang, Kequan Chen, Yuntao Wang, Yuanchun Shi, Shwetak N. Patel, Daniel McDuff, Xin Liu
MMPD: Multi-Domain Mobile Video Physiology Dataset. EMBC (2023)
Xin Liu, Daniel McDuff, Geza Kovacs, Isaac R. Galatzer-Levy, Jacob E. Sunshine, Jiening Zhan, Ming-Zher Poh, Shun Liao, Paolo Di Achille, Shwetak N. Patel
Large Language Models are Few-Shot Health Learners. CoRR (2023)
Moloud Abdar, Meenakshi Kollati, Swaraja Kuraparthi, Farhad Pourpanah, Daniel McDuff, Mohammad Ghavamzadeh, Shuicheng Yan, Abduallah Mohamed, Abbas Khosravi, Erik Cambria, Fatih Porikli
A Review of Deep Learning for Video Captioning. CoRR (2023)
Yuzhe Yang, Xin Liu, Jiang Wu, Silviu Borac, Dina Katabi, Ming-Zher Poh, Daniel McDuff
SimPer: Simple Self-Supervised Learning of Periodic Targets. CoRR (2022)
Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo A. Ramos, Tracy Tran, Mary Czerwinski
Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing. CHI (2022)
Xin Liu, Mingchuan Zhang, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff
Federated Remote Physiological Measurement with Imperfect Data. CVPR Workshops (2022)
Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents. AAAI (2022)
Xin Liu, Mingchuan Zhang, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff
Federated Remote Physiological Measurement with Imperfect Data. CoRR (2022)
Ewa Magdalena Nowara, Daniel McDuff, Ashutosh Sabharwal, Ashok Veeraraghavan
Seeing beneath the skin with computational photography. Commun. ACM 65 (12) (2022)
Danish Contractor, Daniel McDuff, Julia Katherine Haines, Jenny Lee, Christopher Hines, Brent Hecht, Nicholas Vincent, Hanlin Li
Behavioral Use Licensing for Responsible AI. FAccT (2022)
Shuang Ma, Sai Vemprala, Wenshan Wang, Jayesh K. Gupta, Yale Song, Daniel McDuff, Ashish Kapoor
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems. IROS (2022)
Harmanpreet Kaur, Daniel McDuff, Alex C. Williams, Jaime Teevan, Shamsi T. Iqbal
"I Didn't Know I Looked Angry": Characterizing Observed Emotion and Reported Affect at Work. CHI (2022)
Daniel McDuff, Yale Song, Jiyoung Lee, Vibhav Vineet, Sai Vemprala, Nicholas Gyde, Hadi Salman, Shuang Ma, Kwanghoon Sohn, Ashish Kapoor
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning. CLeaR (2022)
Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization. ACII (2022)
Daniel McDuff, Miah Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis
SCAMPS: Synthetics for Camera Measurement of Physiological Signals. CoRR (2022)
Xin Liu, Yuntao Wang, Sinan Xie, Xiaoyu Zhang, Zixian Ma, Daniel McDuff, Shwetak N. Patel
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing. CoRR (2022)
Shuang Ma, Sai Vemprala, Wenshan Wang, Jayesh K. Gupta, Yale Song, Daniel McDuff, Ashish Kapoor
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems. CoRR (2022)
Thomas Vandal, Daniel McDuff, Weile Wang, Kate Duffy, Andrew R. Michaelis, Ramakrishna R. Nemani
Spectral Synthesis for Geostationary Satellite-to-Satellite Translation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xin Liu, Xiaoyu Zhang, Girish Narayanswamy, Yuzhe Zhang, Yuntao Wang, Shwetak N. Patel, Daniel McDuff
Deep Physiological Sensing Toolbox. CoRR (2022)
Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah Ihab Abdin, Gonzalo A. Ramos, Tracy Tran, Mary Czerwinski
Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data. ACII (2022)
Xin Liu, Yuntao Wang, Sinan Xie, Xiaoyu Zhang, Zixian Ma, Daniel McDuff, Shwetak N. Patel
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (1) (2022)
Daniel McDuff, Miah Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis
SCAMPS: Synthetics for Camera Measurement of Physiological Signals. NeurIPS (2022)
Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis
Using High-Fidelity Avatars to Advance Camera-Based Cardiac Pulse Measurement. IEEE Trans. Biomed. Eng. 69 (8) (2022)
Ewa Magdalena Nowara, Daniel McDuff, Ashok Veeraraghavan
Combining Magnification and Measurement for Non-Contact Cardiac Monitoring. CVPR Workshops (2021)
Ilaria Torre, Sylvaine Tuncer, Daniel McDuff, Mary Czerwinski
Exploring the Effects of Virtual Agents' Smiles on Human-Agent Interaction: A Mixed-Methods Study. ACII (2021)
Dean Zadok, Daniel McDuff, Ashish Kapoor
Modeling Affect-based Intrinsic Rewards for Exploration and Learning. ICRA (2021)
Damiano Spina, Johanne R. Trippas, Paul Thomas, Hideo Joho, Katriina Byström, Leigh Clark, Nick Craswell, Mary Czerwinski, David Elsweiler, Alexander Frummet, Souvick Ghosh, Johannes Kiesel, Irene Lopatovska, Daniel McDuff, Selina Meyer, Ahmed Mourad, Paul Owoicho, Sachin Pathiyan Cherumanal, Daniel Russell, Laurianne Sitbon
Report on the future conversations workshop at CHIIR 2021. SIGIR Forum 55 (1) (2021)
Xin Liu, Shwetak N. Patel, Daniel McDuff
Camera-Based Physiological Sensing: Challenges and Future Directions. CoRR (2021)
Daniel McDuff, Eunice Jun, Kael Rowan, Mary Czerwinski
Longitudinal Observational Evidence of the Impact of Emotion Regulation Strategies on Affective Expression. IEEE Trans. Affect. Comput. 12 (3) (2021)
Daniel McDuff, Paul Thomas, Nick Craswell, Kael Rowan, Mary Czerwinski
Do Affective Cues Validate Behavioural Metrics for Search? SIGIR (2021)
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song
Contrastive Learning of Global and Local Video Representations. NeurIPS (2021)
Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
MeetingCoach: An Intelligent Dashboard for Supporting Effective & Inclusive Meetings. CHI (2021)
Ewa Magdalena Nowara, Daniel McDuff, Ashok Veeraraghavan
The Benefit of Distraction: Denoising Camera-Based Physiological Measurements using Inverse Attention. ICCV (2021)
Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations. CHI (2021)
Xin Liu, Brian L. Hill, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement. CoRR (2021)
Kezhen Chen, Qiuyuan Huang, Daniel McDuff, Xiang Gao, Hamid Palangi, Jianfeng Wang, Kenneth D. Forbus, Jianfeng Gao
NICE: Neural Image Commenting with Empathy. EMNLP (Findings) (2021)
Daniel McDuff, Xin Liu, Javier Hernandez, Erroll Wood, Tadas Baltrusaitis
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing. EMBC (2021)
Daniel McDuff, Xin Liu, Javier Hernandez, Erroll Wood, Tadas Baltrusaitis
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing. CoRR (2021)
Daniel McDuff
Camera Measurement of Physiological Vital Signs. CoRR (2021)
Paul Thomas, Mary Czerwinksi, Daniel McDuff, Nick Craswell
Theories of Conversation for Conversational IR. ACM Trans. Inf. Syst. 39 (4) (2021)
Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind W. Picard, Mary Czerwinski
Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications. ACII (2021)
Brian L. Hill, Xin Liu, Daniel McDuff
Beat-to-Beat Cardiac Pulse Rate Measurement From Video. ICCVW (2021)
Brian L. Hill, Xin Liu, Daniel McDuff
Learning Higher-Order Dynamics in Video-Based Cardiac Measurement. CoRR (2021)