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ORCIDDaniel McDuff
Daniel J. McDuff
Person information
- affiliation: Microsoft Research, Redmond, WA, USA
- affiliation: Massachusetts Institute of Technology (MIT), Media Lab, Cambridge, MA, USA
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2020 – today
- 2023
[j28]Daniel McDuff
:
Camera Measurement of Physiological Vital Signs. ACM Comput. Surv. 55(9): 176:1-176:40 (2023)- [c94]Xin Liu, Brian L. Hill, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff:
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement. WACV 2023: 4997-5006 - [i46]Jiankai Tang, Kequan Chen, Yuntao Wang, Yuanchun Shi, Shwetak N. Patel, Daniel McDuff, Xin Liu:
MMPD: Multi-Domain Mobile Video Physiology Dataset. CoRR abs/2302.03840 (2023) - [i45]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 abs/2303.11573 (2023) - [i44]Akshay Paruchuri, Xin Liu, Yulu Pan, Shwetak N. Patel, Daniel McDuff, Soumyadip Sengupta:
Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing. CoRR abs/2303.12059 (2023) - 2022
- [j27]Ewa Magdalena Nowara, Daniel McDuff, Ashutosh Sabharwal, Ashok Veeraraghavan:
Seeing beneath the skin with computational photography. Commun. ACM 65(12): 90-100 (2022) - [j26]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): 24:1-24:23 (2022) - [j25]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): 2646-2656 (2022) - [j24]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: 1-11 (2022) - [c93]Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song:
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents. AAAI 2022: 634-642 - [c92]Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski:
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization. ACII 2022: 1-8 - [c91]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: 1-8 - [c90]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: 199:1-199:18 - [c89]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: 327:1-327:16 - [c88]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: 559-575 - [c87]Xin Liu, Mingchuan Zhang, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff:
Federated Remote Physiological Measurement with Imperfect Data. CVPR Workshops 2022: 2154-2163 - [c86]Danish Contractor, Daniel McDuff, Julia Katherine Haines, Jenny Lee, Christopher Hines, Brent J. Hecht, Nicholas Vincent, Hanlin Li:
Behavioral Use Licensing for Responsible AI. FAccT 2022: 778-788 - [c85]Shuang Ma, Sai Vemprala, Wenshan Wang, Jayesh K. Gupta, Yale Song, Daniel McDuff, Ashish Kapoor:
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems. IROS 2022: 1000-1007 - [i43]Xin Liu, Yuntao Wang, Sinan Xie, Xiaoyu Zhang, Zixian Ma, Daniel McDuff, Shwetak N. Patel:
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing. CoRR abs/2201.04039 (2022) - [i42]Xin Liu, Mingchuan Zhang, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff:
Federated Remote Physiological Measurement with Imperfect Data. CoRR abs/2203.05759 (2022) - [i41]Shuang Ma, Sai Vemprala, Wenshan Wang, Jayesh K. Gupta, Yale Song, Daniel McDuff, Ashish Kapoor:
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems. CoRR abs/2203.15788 (2022) - [i40]Daniel McDuff, Miah Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis:
SCAMPS: Synthetics for Camera Measurement of Physiological Signals. CoRR abs/2206.04197 (2022) - [i39]Xin Liu, Xiaoyu Zhang, Girish Narayanswamy, Yuzhe Zhang, Yuntao Wang, Shwetak N. Patel, Daniel McDuff:
Deep Physiological Sensing Toolbox. CoRR abs/2210.00716 (2022) - [i38]Yuzhe Yang, Xin Liu, Jiang Wu, Silviu Borac, Dina Katabi, Ming-Zher Poh, Daniel McDuff:
SimPer: Simple Self-Supervised Learning of Periodic Targets. CoRR abs/2210.03115 (2022) - [i37]A. Ali Heydari, Naghmeh Rezaei, Daniel J. McDuff, Javier L. Prieto:
No Pairs Left Behind: Improving Metric Learning with Regularized Triplet Objective. CoRR abs/2210.09506 (2022) - 2021
- [j23]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): 6:1-6:22 (2021) - [j22]Daniel McDuff, Stephanie Glass:
Faded Smiles? A Largescale Observational Study of Smiling from Adolescence to Old Age. IEEE Trans. Affect. Comput. 12(1): 53-65 (2021) - [j21]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): 636-647 (2021) - [j20]Wenjin Wang, Steffen Leonhardt, Lionel Tarassenko, Caifeng Shan, Daniel McDuff:
Guest Editorial: Camera-Based Monitoring for Pervasive Healthcare Informatics. IEEE J. Biomed. Health Informatics 25(5): 1358-1360 (2021) - [j19]Weixuan Chen, Daniel McDuff:
DeepMag: Source-Specific Change Magnification Using Gradient Ascent. ACM Trans. Graph. 40(1): 2:1-2:14 (2021) - [j18]Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell:
Theories of Conversation for Conversational IR. ACM Trans. Inf. Syst. 39(4): 39:1-39:23 (2021) - [c84]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: 1-8 - [c83]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: 1-8 - [c82]Deepali Aneja, Rens Hoegen, Daniel McDuff, Mary Czerwinski:
Understanding Conversational and Expressive Style in a Multimodal Embodied Conversational Agent. CHI 2021: 102:1-102:10 - [c81]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: 247:1-247:13 - [c80]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: 252:1-252:13 - [c79]Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff:
MetaPhys: few-shot adaptation for non-contact physiological measurement. CHIL 2021: 154-163 - [c78]Ewa Magdalena Nowara, Daniel McDuff, Ashok Veeraraghavan:
Combining Magnification and Measurement for Non-Contact Cardiac Monitoring. CVPR Workshops 2021: 3810-3819 - [c77]Daniel McDuff, Xin Liu, Javier Hernandez, Erroll Wood, Tadas Baltrusaitis:
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing. EMBC 2021: 3742-3748 - [c76]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: 4456-4472 - [c75]Ewa Magdalena Nowara, Daniel McDuff, Ashok Veeraraghavan:
The Benefit of Distraction: Denoising Camera-Based Physiological Measurements using Inverse Attention. ICCV 2021: 4935-4944 - [c74]Brian L. Hill, Xin Liu, Daniel McDuff:
Beat-to-Beat Cardiac Pulse Rate Measurement From Video. ICCVW 2021: 2739-2742 - [c73]Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song:
Active Contrastive Learning of Audio-Visual Video Representations. ICLR 2021 - [c72]Dean Zadok, Daniel McDuff, Ashish Kapoor:
Modeling Affect-based Intrinsic Rewards for Exploration and Learning. ICRA 2021: 13078-13084 - [c71]Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song:
Contrastive Learning of Global and Local Video Representations. NeurIPS 2021: 7025-7040 - [c70]Daniel McDuff, Paul Thomas, Nick Craswell, Kael Rowan, Mary Czerwinski:
Do Affective Cues Validate Behavioural Metrics for Search? SIGIR 2021: 1544-1553 - [i36]Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song:
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents. CoRR abs/2101.11796 (2021) - [i35]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. CoRR abs/2101.12284 (2021) - [i34]Javier Hernandez, Daniel McDuff, Ognjen Rudovic, Alberto Fung, Mary Czerwinski:
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization. CoRR abs/2103.02484 (2021) - [i33]Daniel McDuff, Ewa Magdalena Nowara:
"Warm Bodies": A Post-Processing Technique for Animating Dynamic Blood Flow on Photos and Avatars. CoRR abs/2103.07987 (2021) - [i32]Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song:
Contrastive Learning of Global and Local Audio-Visual Representations. CoRR abs/2104.05418 (2021) - [i31]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. CoRR abs/2106.13364 (2021) - [i30]Brian L. Hill, Xin Liu, Daniel McDuff:
Learning Higher-Order Dynamics in Video-Based Cardiac Measurement. CoRR abs/2110.03690 (2021) - [i29]Xin Liu, Brian L. Hill, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff:
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement. CoRR abs/2110.04447 (2021) - [i28]Daniel McDuff, Xin Liu, Javier Hernandez, Erroll Wood, Tadas Baltrusaitis:
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing. CoRR abs/2110.04902 (2021) - [i27]Xin Liu, Shwetak N. Patel, Daniel McDuff:
Camera-Based Physiological Sensing: Challenges and Future Directions. CoRR abs/2110.13362 (2021) - [i26]Daniel McDuff:
Camera Measurement of Physiological Vital Signs. CoRR abs/2111.11547 (2021) - 2020
- [c69]Andrew Begel, John Tang, Sean Andrist, Michael Barnett, Tony Carbary, Piali Choudhury, Edward Cutrell, Alberto Fung, Sasa Junuzovic, Daniel McDuff, Kael Rowan, Shibashankar Sahoo, Jennifer Frances Waldern, Jessica Wolk, Hui Zheng, Annuska Zolyomi:
Lessons Learned in Designing AI for Autistic Adults. ASSETS 2020: 46:1-46:6 - [c68]Harmanpreet Kaur, Alex C. Williams, Daniel McDuff, Mary Czerwinski, Jaime Teevan, Shamsi T. Iqbal:
Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work. CHI 2020: 1-15 - [c67]Ewa Magdalena Nowara, Daniel McDuff, Ashok Veeraraghavan:
A Meta-Analysis of the Impact of Skin Type and Gender on Non-contact Photoplethysmography Measurements. CVPR Workshops 2020: 1148-1155 - [c66]Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff:
Spatio-Temporal Attention and Magnification for Classification of Parkinson's Disease from Videos Collected via the Internet. FG 2020: 207-214 - [c65]Matt Whitehill, Shuang Ma, Daniel McDuff, Yale Song:
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency. INTERSPEECH 2020: 4442-4446 - [c64]Ted Grover, Kael Rowan, Jina Suh, Daniel McDuff, Mary Czerwinski:
Design and evaluation of intelligent agent prototypes for assistance with focus and productivity at work. IUI 2020: 390-400 - [c63]Deepali Aneja, Daniel McDuff, Mary Czerwinski:
Conversational Error Analysis in Human-Agent Interaction. IVA 2020: 3:1-3:8 - [c62]Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel McDuff:
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement. NeurIPS 2020 - [c61]Paul Thomas, Daniel McDuff, Mary Czerwinski, Nick Craswell:
Expressions of Style in Information Seeking Conversation with an Agent. SIGIR 2020: 1171-1180 - [i25]Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel McDuff:
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement. CoRR abs/2006.03790 (2020) - [i24]Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song:
Learning Audio-Visual Representations with Active Contrastive Coding. CoRR abs/2009.09805 (2020) - [i23]Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff:
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement. CoRR abs/2010.01773 (2020) - [i22]Thomas Vandal, Daniel McDuff, Weile Wang, Andrew R. Michaelis, Ramakrishna R. Nemani:
Spectral Synthesis for Satellite-to-Satellite Translation. CoRR abs/2010.06045 (2020) - [i21]Ewa Magdalena Nowara, Daniel McDuff, Ashok Veeraraghavan:
The Benefit of Distraction: Denoising Remote Vitals Measurements using Inverse Attention. CoRR abs/2010.07770 (2020) - [i20]Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis:
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars. CoRR abs/2010.12949 (2020) - [i19]Danish Contractor, Daniel McDuff, Julia Katherine Haines, Jenny Lee, Christopher Hines, Brent J. Hecht:
Behavioral Use Licensing for Responsible AI. CoRR abs/2011.03116 (2020)
2010 – 2019
- 2019
- [j17]Mihai Burzo, Verónica Pérez-Rosas, Daniel McDuff, Louis-Philippe Morency, Alexis Narvaez, Rada Mihalcea:
Sensing Affective Response to Visual Narratives. IEEE Comput. Intell. Mag. 14(2): 54-66 (2019) - [j16]Eunice Jun, Daniel 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): 60:1-60:22 (2019) - [j15]Lei Shi, Brianna J. Tomlinson, John C. Tang, Edward Cutrell, Daniel McDuff, Gina Venolia, Paul Johns, Kael Rowan:
Accessible Video Calling: Enabling Nonvisual Perception of Visual Conversation Cues. Proc. ACM Hum. Comput. Interact. 3(CSCW): 131:1-131:22 (2019) - [j14]Annuska Zolyomi, Andrew Begel, Jennifer Frances Waldern, John Tang, Michael Barnett, Edward Cutrell, Daniel McDuff, Sean Andrist, Meredith Ringel Morris:
Managing Stress: The Needs of Autistic Adults in Video Calling. Proc. ACM Hum. Comput. Interact. 3(CSCW): 134:1-134:29 (2019) - [j13]Daniel 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): 7-17 (2019) - [j12]Javier Hernandez, Daniel 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): 1920-1927 (2019) - [c60]Asma Ghandeharioun, Daniel McDuff, Mary Czerwinski, Kael Rowan:
EMMA: An Emotion-Aware Wellbeing Chatbot. ACII 2019: 1-7 - [c59]Everlyne Kimani, Kael Rowan, Daniel McDuff, Mary Czerwinski, Gloria Mark:
A Conversational Agent in Support of Productivity and Wellbeing at Work. ACII 2019: 1-7 - [c58]Asma Ghandeharioun, Daniel McDuff, Mary Czerwinski, Kael Rowan:
Towards Understanding Emotional Intelligence for Behavior Change Chatbots. ACII 2019: 8-14 - [c57]Daniel McDuff, Jeffrey M. Girard:
Democratizing Psychological Insights from Analysis of Nonverbal Behavior. ACII 2019: 220-226 - [c56]Daniel McDuff, Ethan B. Blackford:
iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox. EMBC 2019: 6521-6524 - [c55]Daniel McDuff:
Using Non-Contact Imaging Photoplethysmography to Recover Diurnal Patterns in Heart Rate. EMBC 2019: 6830-6833 - [c54]Daniel McDuff:
Building Emotionally Intelligent AI: From Sensing to Synthesis. VISIGRAPP 2019: 5 - [c53]Shuang Ma, Daniel McDuff, Yale Song:
Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck. ICCV 2019: 7597-7606 - [c52]Ewa Magdalena Nowara, Daniel McDuff:
Combating the Impact of Video Compression on Non-Contact Vital Sign Measurement Using Supervised Learning. ICCV Workshops 2019: 1706-1712 - [c51]Shuang Ma, Daniel McDuff, Yale Song:
Neural TTS Stylization with Adversarial and Collaborative Games. ICLR (Poster) 2019 - [c50]Daniel McDuff, Ashish Kapoor:
Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards. ICLR (Poster) 2019 - [c49]Deepali Aneja, Daniel McDuff, Shital Shah:
A High-Fidelity Open Embodied Avatar with Lip Syncing and Expression Capabilities. ICMI 2019: 69-73 - [c48]Rens Hoegen, Deepali Aneja, Daniel McDuff, Mary Czerwinski:
An End-to-End Conversational Style Matching Agent. IVA 2019: 111-118 - [c47]Daniel McDuff, Shuang Ma, Yale Song, Ashish Kapoor:
Characterizing Bias in Classifiers using Generative Models. NeurIPS 2019: 5404-5415 - [i18]Daniel McDuff, Ethan B. Blackford:
iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox. CoRR abs/1901.04366 (2019) - [i17]Daniel McDuff, Kael Rowan, Piali Choudhury, Jessica Wolk, ThuVan Pham, Mary Czerwinski:
A Multimodal Emotion Sensing Platform for Building Emotion-Aware Applications. CoRR abs/1903.12133 (2019) - [i16]Rens Hoegen, Deepali Aneja, Daniel McDuff, Mary Czerwinski:
An End-to-End Conversational Style Matching Agent. CoRR abs/1904.02760 (2019) - [i15]Daniel McDuff, Shuang Ma, Yale Song, Ashish Kapoor:
Characterizing Bias in Classifiers using Generative Models. CoRR abs/1906.11891 (2019) - [i14]Shuang Ma, Daniel McDuff, Yale Song:
M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention. CoRR abs/1907.04378 (2019) - [i13]Asma Ghandeharioun, Daniel McDuff, Mary Czerwinski, Kael Rowan:
Towards Understanding Emotional Intelligence for Behavior Change Chatbots. CoRR abs/1907.10664 (2019) - [i12]Shuang Ma, Daniel McDuff, Yale Song:
Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck. CoRR abs/1908.07094 (2019) - [i11]Deepali Aneja, Daniel McDuff, Shital Shah:
A High-Fidelity Open Embodied Avatar with Lip Syncing and Expression Capabilities. CoRR abs/1909.08766 (2019) - [i10]Deepali Aneja, Rens Hoegen, Daniel McDuff, Mary Czerwinski:
Designing Style Matching Conversational Agents. CoRR abs/1910.07514 (2019) - [i9]Matt Whitehill, Shuang Ma, Daniel McDuff, Yale Song:
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency. CoRR abs/1910.11958 (2019) - [i8]Alberto Fung, Daniel McDuff:
A Scalable Approach for Facial Action Unit Classifier Training Using Noisy Data for Pre-Training. CoRR abs/1911.05946 (2019) - [i7]Dean Zadok, Daniel McDuff, Ashish Kapoor:
Affect-based Intrinsic Rewards for Learning General Representations. CoRR abs/1912.00403 (2019) - [i6]Daniel McDuff, Jonah Berger:
Do Facial Expressions Predict Ad Sharing? A Large-Scale Observational Study. CoRR abs/1912.10311 (2019) - 2018
- [j11]Munenori Fukunishi, Daniel McDuff, Norimichi Tsumura:
Improvements in remote video based estimation of heart rate variability using the Welch FFT method. Artif. Life Robotics 23(1): 15-22 (2018) - [j10]Daniel McDuff, Mary Czerwinski:
Designing emotionally sentient agents. Commun. ACM 61(12): 74-83 (2018) - [j9]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): 1725-1739 (2018) - [c46]Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan:
Emotional Dialogue Generation using Image-Grounded Language Models. CHI 2018: 277 - [c45]Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell, Gloria Mark:
Style and Alignment in Information-Seeking Conversation. CHIIR 2018: 42-51 - [c44]Daniel McDuff:
Deep Super Resolution for Recovering Physiological Information From Videos. CVPR Workshops 2018: 1367-1374 - [c43]Weixuan Chen, Daniel McDuff:
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks. ECCV (2) 2018: 356-373 - [c42]Daniel McDuff, Ethan B. Blackford, Justin Estepp:
Spectral Estimation Methods for Evaluating iPPG Pulse Rate Variability. EMBC 2018: 1054-1057 - [c41]Daniel McDuff, Christophe Hurter:
InPhysible: Camouflage Against Video-Based Physiological Measurement. EMBC 2018: 5784-5789 - [c40]Bernd Huber, Daniel McDuff:
Facial Expression Grounded Conversational Dialogue Generation. FG 2018: 365-372