Daniel J. McDuff

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 93

Top Venues

CoRR

EMBC

ACII

Publications

Hannah R. Lawrence, Renee A. Schneider, Susan B. Rubin, Maja J. Mataric, Daniel J. McDuff, Megan Jones Bell
The opportunities and risks of large language models in mental health. CoRR (2024)
A. Ali Heydari, Naghmeh Rezaei, Daniel J. McDuff, Javier L. Prieto
No Pairs Left Behind: Improving Metric Learning with Regularized Triplet Objective. CoRR (2022)
Weixuan Chen, Daniel J. McDuff
DeepMag: Source-Specific Change Magnification Using Gradient Ascent. ACM Trans. Graph. 40 (1) (2021)
Deepali Aneja, Rens Hoegen, Daniel J. McDuff, Mary Czerwinski
Understanding Conversational and Expressive Style in a Multimodal Embodied Conversational Agent. CHI (2021)
Daniel J. McDuff, Ewa Magdalena Nowara
"Warm Bodies": A Post-Processing Technique for Animating Dynamic Blood Flow on Photos and Avatars. CoRR (2021)
Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel J. McDuff
MetaPhys: few-shot adaptation for non-contact physiological measurement. CHIL (2021)
Tsu-Jui Fu, William Yang Wang, Daniel J. McDuff, Yale Song
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents. CoRR (2021)
Javier Hernandez, Daniel J. McDuff, Ognjen Rudovic, Alberto Fung, Mary Czerwinski
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization. CoRR (2021)
Wenjin Wang, Steffen Leonhardt, Lionel Tarassenko, Caifeng Shan, Daniel J. McDuff
Guest Editorial: Camera-Based Monitoring for Pervasive Healthcare Informatics. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Daniel J. McDuff, Stephanie Glass
Faded Smiles? A Largescale Observational Study of Smiling from Adolescence to Old Age. IEEE Trans. Affect. Comput. 12 (1) (2021)
Shuang Ma, Zhaoyang Zeng, Daniel J. McDuff, Yale Song
Contrastive Learning of Global and Local Audio-Visual Representations. CoRR (2021)
Daniel J. 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. CoRR (2021)
Shuang Ma, Zhaoyang Zeng, Daniel J. McDuff, Yale Song
Active Contrastive Learning of Audio-Visual Video Representations. ICLR (2021)
Prasanth Murali, Javier Hernandez, Daniel J. McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations. CoRR (2021)
Andrew Begel, John Tang, Sean Andrist, Michael Barnett, Tony Carbary, Piali Choudhury, Edward Cutrell, Alberto Fung, Sasa Junuzovic, Daniel J. McDuff, Kael Rowan, Shibashankar Sahoo, Jennifer Frances Waldern, Jessica Wolk, Hui Zheng, Annuska Zolyomi
Lessons Learned in Designing AI for Autistic Adults. ASSETS (2020)
Ted Grover, Kael Rowan, Jina Suh, Daniel J. McDuff, Mary Czerwinski
Design and evaluation of intelligent agent prototypes for assistance with focus and productivity at work. IUI (2020)
Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel J. McDuff
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement. CoRR (2020)
Deepali Aneja, Daniel J. McDuff, Mary Czerwinski
Conversational Error Analysis in Human-Agent Interaction. IVA (2020)
Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel J. McDuff
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement. CoRR (2020)
Paul Thomas, Daniel J. McDuff, Mary Czerwinski, Nick Craswell
Expressions of Style in Information Seeking Conversation with an Agent. SIGIR (2020)
Shuang Ma, Zhaoyang Zeng, Daniel J. McDuff, Yale Song
Learning Audio-Visual Representations with Active Contrastive Coding. CoRR (2020)
Ewa Magdalena Nowara, Daniel J. McDuff, Ashok Veeraraghavan
The Benefit of Distraction: Denoising Remote Vitals Measurements using Inverse Attention. CoRR (2020)
Matt Whitehill, Shuang Ma, Daniel J. McDuff, Yale Song
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency. INTERSPEECH (2020)
Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel J. McDuff
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement. NeurIPS (2020)
Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel J. McDuff
Spatio-Temporal Attention and Magnification for Classification of Parkinson's Disease from Videos Collected via the Internet. FG (2020)
Danish Contractor, Daniel J. McDuff, Julia Haines, Jenny Lee, Christopher Hines, Brent J. Hecht
Behavioral Use Licensing for Responsible AI. CoRR (2020)
Thomas Vandal, Daniel J. McDuff, Weile Wang, Andrew R. Michaelis, Ramakrishna R. Nemani
Spectral Synthesis for Satellite-to-Satellite Translation. CoRR (2020)
Ewa Magdalena Nowara, Daniel J. McDuff, Ashok Veeraraghavan
A Meta-Analysis of the Impact of Skin Type and Gender on Non-contact Photoplethysmography Measurements. CVPR Workshops (2020)
Daniel J. McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars. CoRR (2020)
Harmanpreet Kaur, Alex C. Williams, Daniel J. McDuff, Mary Czerwinski, Jaime Teevan, Shamsi T. Iqbal
Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work. CHI (2020)
Daniel J. McDuff, Ethan B. Blackford
iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox. CoRR (2019)
Mihai Burzo, Verónica Pérez-Rosas, Daniel J. McDuff, Louis-Philippe Morency, Alexis Narvaez, Rada Mihalcea
Sensing Affective Response to Visual Narratives. IEEE Comput. Intell. Mag. 14 (2) (2019)
Shuang Ma, Daniel J. McDuff, Yale Song
Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck. ICCV (2019)
Deepali Aneja, Daniel J. McDuff, Shital Shah
A High-Fidelity Open Embodied Avatar with Lip Syncing and Expression Capabilities. CoRR (2019)
Deepali Aneja, Rens Hoegen, Daniel J. McDuff, Mary Czerwinski
Designing Style Matching Conversational Agents. CoRR (2019)
Daniel J. McDuff, May Amr, Rana El Kaliouby
AM-FED+: An Extended Dataset of Naturalistic Facial Expressions Collected in Everyday Settings. IEEE Trans. Affect. Comput. 10 (1) (2019)
Daniel J. McDuff, Kael Rowan, Piali Choudhury, Jessica Wolk, ThuVan Pham, Mary Czerwinski
A Multimodal Emotion Sensing Platform for Building Emotion-Aware Applications. CoRR (2019)
Shuang Ma, Daniel J. McDuff, Yale Song
Neural TTS Stylization with Adversarial and Collaborative Games. ICLR (Poster) (2019)
Asma Ghandeharioun, Daniel J. McDuff, Mary Czerwinski, Kael Rowan
Towards Understanding Emotional Intelligence for Behavior Change Chatbots. CoRR (2019)
Everlyne Kimani, Kael Rowan, Daniel J. McDuff, Mary Czerwinski, Gloria Mark
A Conversational Agent in Support of Productivity and Wellbeing at Work. ACII (2019)
Rens Hoegen, Deepali Aneja, Daniel J. McDuff, Mary Czerwinski
An End-to-End Conversational Style Matching Agent. CoRR (2019)
Daniel J. McDuff, Ashish Kapoor
Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards. ICLR (Poster) (2019)
Daniel J. McDuff, Shuang Ma, Yale Song, Ashish Kapoor
Characterizing Bias in Classifiers using Generative Models. NeurIPS (2019)
Javier Hernandez, Daniel J. McDuff, Karen S. Quigley, Pattie Maes, Rosalind W. Picard
Wearable Motion-Based Heart Rate at Rest: A Workplace Evaluation. IEEE J. Biomed. Health Informatics 23 (5) (2019)
Daniel J. McDuff, Shuang Ma, Yale Song, Ashish Kapoor
Characterizing Bias in Classifiers using Generative Models. CoRR (2019)
Alberto Fung, Daniel J. McDuff
A Scalable Approach for Facial Action Unit Classifier Training Using Noisy Data for Pre-Training. CoRR (2019)
Shuang Ma, Daniel J. McDuff, Yale Song
M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention. CoRR (2019)
Rens Hoegen, Deepali Aneja, Daniel J. McDuff, Mary Czerwinski
An End-to-End Conversational Style Matching Agent. IVA (2019)
Shuang Ma, Daniel J. McDuff, Yale Song
Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck. CoRR (2019)
Lei Shi, Brianna J. Tomlinson, John C. Tang, Edward Cutrell, Daniel J. McDuff, Gina Venolia, Paul Johns, Kael Rowan
Accessible Video Calling: Enabling Nonvisual Perception of Visual Conversation Cues. Proc. ACM Hum. Comput. Interact. 3 (CSCW) (2019)
Matt Whitehill, Shuang Ma, Daniel J. McDuff, Yale Song
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency. CoRR (2019)
Asma Ghandeharioun, Daniel J. McDuff, Mary Czerwinski, Kael Rowan
Towards Understanding Emotional Intelligence for Behavior Change Chatbots. ACII (2019)
Daniel J. McDuff
Building Emotionally Intelligent AI: From Sensing to Synthesis. VISIGRAPP (1: GRAPP) (2019)
Deepali Aneja, Daniel J. McDuff, Shital Shah
A High-Fidelity Open Embodied Avatar with Lip Syncing and Expression Capabilities. ICMI (2019)
Dean Zadok, Daniel J. McDuff, Ashish Kapoor
Affect-based Intrinsic Rewards for Learning General Representations. CoRR (2019)
Daniel J. McDuff, Ethan B. Blackford
iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox. EMBC (2019)
Daniel J. McDuff, Jonah Berger
Do Facial Expressions Predict Ad Sharing? A Large-Scale Observational Study. CoRR (2019)
Daniel J. McDuff
Using Non-Contact Imaging Photoplethysmography to Recover Diurnal Patterns in Heart Rate. EMBC (2019)
Ewa Magdalena Nowara, Daniel J. McDuff
Combating the Impact of Video Compression on Non-Contact Vital Sign Measurement Using Supervised Learning. ICCV Workshops (2019)
Annuska Zolyomi, Andrew Begel, Jennifer Frances Waldern, John Tang, Michael Barnett, Edward Cutrell, Daniel J. McDuff, Sean Andrist, Meredith Ringel Morris
Managing Stress: The Needs of Autistic Adults in Video Calling. Proc. ACM Hum. Comput. Interact. 3 (CSCW) (2019)
Eunice Jun, Daniel J. McDuff, Mary Czerwinski
Circadian Rhythms and Physiological Synchrony: Evidence of the Impact of Diversity on Small Group Creativity. Proc. ACM Hum. Comput. Interact. 3 (CSCW) (2019)
Daniel J. McDuff, Jeffrey M. Girard
Democratizing Psychological Insights from Analysis of Nonverbal Behavior. ACII (2019)
Asma Ghandeharioun, Daniel J. McDuff, Mary Czerwinski, Kael Rowan
EMMA: An Emotion-Aware Wellbeing Chatbot. ACII (2019)
Weixuan Chen, Daniel J. McDuff
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks. CoRR (2018)
Bernd Huber, Daniel J. McDuff
Facial Expression Grounded Conversational Dialogue Generation. FG (2018)
Weixuan Chen, Daniel J. McDuff
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks. ECCV (2) (2018)
Daniel J. McDuff, Ashish Kapoor
Visceral Machines: Reinforcement Learning with Intrinsic Rewards that Mimic the Human Nervous System. CoRR (2018)
Munenori Fukunishi, Daniel J. McDuff, Norimichi Tsumura
Improvements in remote video based estimation of heart rate variability using the Welch FFT method. Artif. Life Robotics 23 (1) (2018)
Daniel J. McDuff
Deep Super Resolution for Recovering Physiological Information From Videos. CVPR Workshops (2018)
Weixuan Chen, Daniel J. McDuff
DeepMag: Source Specific Motion Magnification Using Gradient Ascent. CoRR (2018)
Asma Ghandeharioun, Daniel J. McDuff, Mary Czerwinski, Kael Rowan
EMMA: An Emotionally Intelligent Personal Assistant for Improving Wellbeing. CoRR (2018)
Paul Thomas, Mary Czerwinski, Daniel J. McDuff, Nick Craswell, Gloria Mark
Style and Alignment in Information-Seeking Conversation. CHIIR (2018)
Daniel J. McDuff, Ethan B. Blackford, Justin Estepp
Spectral Estimation Methods for Evaluating iPPG Pulse Rate Variability. EMBC (2018)
Daniel J. McDuff, Roger Cheng, Ashish Kapoor
Identifying Bias in AI using Simulation. CoRR (2018)
Daniel J. McDuff, Ethan B. Blackford, Justin R. Estepp
Fusing Partial Camera Signals for Noncontact Pulse Rate Variability Measurement. IEEE Trans. Biomed. Eng. 65 (8) (2018)
Bernd Huber, Daniel J. McDuff, Chris Brockett, Michel Galley, Bill Dolan
Emotional Dialogue Generation using Image-Grounded Language Models. CHI (2018)
Daniel J. McDuff, Christophe Hurter
InPhysible: Camouflage Against Video-Based Physiological Measurement. EMBC (2018)
Daniel J. McDuff, Mary Czerwinski
Designing emotionally sentient agents. Commun. ACM 61 (12) (2018)
Jeffrey M. Girard, Daniel J. McDuff
Historical Heterogeneity Predicts Smiling: Evidence from Large-Scale Observational Analyses. FG (2017)
Christophe Hurter, Daniel J. McDuff
Cardiolens: remote physiological monitoring in a mixed reality environment. SIGGRAPH Emerging Technologies (2017)
Daniel J. McDuff, Mohammad Soleymani
Large-scale Affective Content Analysis: Combining Media Content Features and Facial Reactions. FG (2017)
Daniel J. McDuff, Rana El Kaliouby
Applications of Automated Facial Coding in Media Measurement. IEEE Trans. Affect. Comput. 8 (2) (2017)
Daniel J. McDuff
Smiling from adolescence to old age: A large observational study. ACII (2017)
Daniel J. McDuff, Paul Thomas, Mary Czerwinski, Nick Craswell
Multimodal analysis of vocal collaborative search: a public corpus and results. ICMI (2017)
Daniel J. McDuff, Ethan B. Blackford, Justin R. Estepp
The Impact of Video Compression on Remote Cardiac Pulse Measurement Using Imaging Photoplethysmography. FG (2017)
Daniel J. McDuff, Christophe Hurter, Mar González-Franco
Pulse and vital sign measurement in mixed reality using a HoloLens. VRST (2017)
Irman Abdic, Lex Fridman, Daniel J. McDuff, Erik Marchi, Bryan Reimer, Björn W. Schuller
Driver Frustration Detection from Audio and Video in the Wild. IJCAI (2016)
Daniel J. McDuff, Javier Hernandez, Sarah Gontarek, Rosalind W. Picard
COGCAM: Contact-free Measurement of Cognitive Stress During Computer Tasks with a Digital Camera. CHI (2016)
Daniel J. McDuff
Discovering facial expressions for states of amused, persuaded, informed, sentimental and inspired. ICMI (2016)
Daniel J. McDuff, Abdelrahman N. Mahmoud, Mohammad Mavadati, May Amr, Jay Turcot, Rana El Kaliouby
AFFDEX SDK: A Cross-Platform Real-Time Multi-Face Expression Recognition Toolkit. CHI Extended Abstracts (2016)
Natasha Jaques, Daniel J. McDuff, Yoo Lim Kim, Rosalind W. Picard
Understanding and Predicting Bonding in Conversations Using Thin Slices of Facial Expressions and Body Language. IVA (2016)
Javier Hernandez, Daniel J. McDuff, Christian Infante, Pattie Maes, Karen S. Quigley, Rosalind W. Picard
Wearable ESM: differences in the experience sampling method across wearable devices. MobileHCI (2016)
Otkrist Gupta, Daniel J. McDuff, Ramesh Raskar
Real-Time Physiological Measurement and Visualization Using a Synchronized Multi-camera System. CVPR Workshops (2016)
Javier Hernandez, Daniel J. McDuff, Rosalind W. Picard
Biophone: Physiology monitoring from peripheral smartphone motions. EMBC (2015)
Javier Hernandez, Daniel J. McDuff, Rosalind W. Picard
Biowatch: Estimation of heart and breathing rates from wrist motions. PervasiveHealth (2015)
Javier Hernandez, Daniel J. McDuff, Rosalind W. Picard
BioInsights: Extracting personal data from "Still" wearable motion sensors. BSN (2015)
Daniel J. McDuff, Justin R. Estepp, Alyssa M. Piasecki, Ethan B. Blackford
A survey of remote optical photoplethysmographic imaging methods. EMBC (2015)
Thibaud Senechal, Daniel J. McDuff, Rana El Kaliouby
Facial Action Unit Detection Using Active Learning and an Efficient Non-linear Kernel Approximation. ICCV Workshops (2015)
Daniel J. McDuff, Rana El Kaliouby, Jeffrey F. Cohn, Rosalind W. Picard
Predicting Ad Liking and Purchase Intent: Large-Scale Analysis of Facial Responses to Ads. IEEE Trans. Affect. Comput. 6 (3) (2015)
Mohammed (Ehsan) Hoque, Daniel J. McDuff, Rosalind W. Picard
Exploring temporal patterns in classifying frustrated and delighted smiles (Extended abstract). ACII (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Daniel J. McDuff