Daniel McDuff
Orcid: 0000-0001-7313-0082Affiliations:
- Microsoft Research, Redmond, WA, USA
- Massachusetts Institute of Technology (MIT), Media Lab, Cambridge, MA, USA
According to our database1,
Daniel McDuff
authored at least 187 papers
between 2010 and 2024.
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Bibliography
2024
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., May, 2024
Objective Communication Patterns Associated With Team Member Effectiveness in Real-World Virtual Teams.
Hum. Factors, 2024
A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making.
CoRR, 2024
Evidence of Cognitive Deficits andDevelopmental Advances in Generative AI: A Clock Drawing Test Analysis.
CoRR, 2024
The Cognitive Capabilities of Generative AI: A Comparative Analysis with Human Benchmarks.
CoRR, 2024
The Potential and Perils of Generative Artificial Intelligence for Quality Improvement and Patient Safety.
CoRR, 2024
CoRR, 2024
CoRR, 2024
The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources.
CoRR, 2024
CoRR, 2024
On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI.
CoRR, 2024
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2024
Position: Standardization of Behavioral Use Clauses is Necessary for the Adoption of Responsible Licensing of AI.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
How Suboptimal is Training rPPG Models with Videos and Targets from Different Body Sites?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing, 2024
2023
Editorial: Special Issue on Unobtrusive Physiological Measurement Methods for Affective Applications.
IEEE Trans. Affect. Comput., 2023
CoRR, 2023
Training Robust Deep Physiological Measurement Models with Synthetic Video-based Data.
CoRR, 2023
CoRR, 2023
"Can't Take the Pressure?": Examining the Challenges of Blood Pressure Estimation via Pulse Wave Analysis.
CoRR, 2023
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Biomed. Eng., 2022
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022
"I Didn't Know I Looked Angry": Characterizing Observed Emotion and Reported Affect at Work.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
ACM Trans. Graph., 2021
IEEE J. Biomed. Health Informatics, 2021
Longitudinal Observational Evidence of the Impact of Emotion Regulation Strategies on Affective Expression.
IEEE Trans. Affect. Comput., 2021
Faded Smiles? A Largescale Observational Study of Smiling from Adolescence to Old Age.
IEEE Trans. Affect. Comput., 2021
CoRR, 2021
"Warm Bodies": A Post-Processing Technique for Animating Dynamic Blood Flow on Photos and Avatars.
CoRR, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
The Benefit of Distraction: Denoising Camera-Based Physiological Measurements using Inverse Attention.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021
MeetingCoach: An Intelligent Dashboard for Supporting Effective & Inclusive Meetings.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Understanding Conversational and Expressive Style in a Multimodal Embodied Conversational Agent.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Exploring the Effects of Virtual Agents' Smiles on Human-Agent Interaction: A Mixed-Methods Study.
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021
2020
The Benefit of Distraction: Denoising Remote Vitals Measurements using Inverse Attention.
CoRR, 2020
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.
CoRR, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the IVA '20: ACM International Conference on Intelligent Virtual Agents, 2020
Design and evaluation of intelligent agent prototypes for assistance with focus and productivity at work.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Spatio-Temporal Attention and Magnification for Classification of Parkinson's Disease from Videos Collected via the Internet.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
A Meta-Analysis of the Impact of Skin Type and Gender on Non-contact Photoplethysmography Measurements.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
Proceedings of the ASSETS '20: The 22nd International ACM SIGACCESS Conference on Computers and Accessibility, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
AM-FED+: An Extended Dataset of Naturalistic Facial Expressions Collected in Everyday Settings.
IEEE Trans. Affect. Comput., 2019
Proc. ACM Hum. Comput. Interact., 2019
Proc. ACM Hum. Comput. Interact., 2019
Circadian Rhythms and Physiological Synchrony: Evidence of the Impact of Diversity on Small Group Creativity.
Proc. ACM Hum. Comput. Interact., 2019
CoRR, 2019
A Scalable Approach for Facial Action Unit Classifier Training Using Noisy Data for Pre-Training.
CoRR, 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 19th ACM International Conference on Intelligent Virtual Agents, 2019
Proceedings of the International Conference on Multimodal Interaction, 2019
Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards.
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Combating the Impact of Video Compression on Non-Contact Vital Sign Measurement Using Supervised Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Building Emotionally Intelligent AI: From Sensing to Synthesis.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Using Non-Contact Imaging Photoplethysmography to Recover Diurnal Patterns in Heart Rate.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
2018
IEEE Trans. Biomed. Eng., 2018
CoRR, 2018
Visceral Machines: Reinforcement Learning with Intrinsic Rewards that Mimic the Human Nervous System.
CoRR, 2018
Improvements in remote video based estimation of heart rate variability using the Welch FFT method.
Artif. Life Robotics, 2018
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
Proceedings of the 2018 Conference on Human Information Interaction and Retrieval, 2018
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2017
IEEE Trans. Affect. Comput., 2017
Proceedings of the 23rd ACM Symposium on Virtual Reality Software and Technology, 2017
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
Large-scale Affective Content Analysis: Combining Media Content Features and Facial Reactions.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
The Impact of Video Compression on Remote Cardiac Pulse Measurement Using Imaging Photoplethysmography.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Historical Heterogeneity Predicts Smiling: Evidence from Large-Scale Observational Analyses.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017
2016
Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2016
Understanding and Predicting Bonding in Conversations Using Thin Slices of Facial Expressions and Body Language.
Proceedings of the Intelligent Virtual Agents - 16th International Conference, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Discovering facial expressions for states of amused, persuaded, informed, sentimental and inspired.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Real-Time Physiological Measurement and Visualization Using a Synchronized Multi-camera System.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
COGCAM: Contact-free Measurement of Cognitive Stress During Computer Tasks with a Digital Camera.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
2015
Predicting Ad Liking and Purchase Intent: Large-Scale Analysis of Facial Responses to Ads.
IEEE Trans. Affect. Comput., 2015
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015
Facial Action Unit Detection Using Active Learning and an Efficient Non-linear Kernel Approximation.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
Exploring temporal patterns in classifying frustrated and delighted smiles (Extended abstract).
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
2014
Remote Detection of Photoplethysmographic Systolic and Diastolic Peaks Using a Digital Camera.
IEEE Trans. Biomed. Eng., 2014
IEEE Trans. Biomed. Eng., 2014
Automatic measurement of ad preferences from facial responses gathered over the Internet.
Image Vis. Comput., 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the Companion Publication of the 2014 ACM SIGCHI Conference on Designing Interactive Systems Conference, 2014
2013
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops, 2013
Predicting online media effectiveness based on smile responses gathered over the Internet.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013
From dials to facial coding: Automated detection of spontaneous facial expressions for media research.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013
Affectiva-MIT Facial Expression Dataset (AM-FED): Naturalistic and Spontaneous Facial Expressions Collected "In-the-Wild".
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
Measuring Voter's Candidate Preference Based on Affective Responses to Election Debates.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013
2012
IEEE Trans. Affect. Comput., 2012
Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare, 2012
Proceedings of the International Conference on Multimodal Interaction, 2012
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
2011
Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam.
IEEE Trans. Biomed. Eng., 2011
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2011
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011
Acume: A new visualization tool for understanding facial expression and gesture data.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Real-time inference of mental states from facial expressions and upper body gestures.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Affective Computing and Intelligent Interaction, 2011
2010
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010