From Measurement to Expertise: Empathetic Expert Adapters for Context-Based Empathy in Conversational AI Agents
Erfan Shayegani, Jina Suh, Andrew D. Wilson, Nagu Rangan, Javier Hernandez
November 2025
Javier Hernandez
Principal Researcher
论文与出版物
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From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2025
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SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations
Jina Suh, Lindy Le, Erfan Shayegani, Gonzalo Ramos, Judith Amores, Desmond C. Ong, Mary Czerwinski, Javier Hernandez
September 2025
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Affective Air Quality Dataset: Personal Chemical Emissions from Emotional Videos
Jas Brooks, Javier Hernandez, Mary Czerwinski, Judith Amores
September 2025
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From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents
Mohit Chandra, Suchismita Naik, Denae Ford, Ebele Okoli, Munmun De Choudhury, Mahsa Ershadi, Gonzalo Ramos, Javier Hernandez, Ananya Bhattacharjee, Shahed Warreth, Jina Suh
Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency | June 2025
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AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker
V. D. Swain, Qiuyue, Jash R. Parekh, Yechan Jeon, Roy Zimmerman, Mary Czerwinski, Jina Suh, Varun Mishra, Koustuv Saha, Javier Hernandez
CHI 2025 | April 2025
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Sonora: Human-AI Co-Creation of 3D Audio Worlds and its Impact on Anxiety and Cognitive Load
Fernanda De La Torre, Javier Hernandez, Andrew D. Wilson, Judith Amores
CHI 2025 | April 2025
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Longitudinal Study on Social and Emotional Use of AI Conversational Agent
Mohit Chandra, Javier Hernandez, Gonzalo Ramos, Mahsa Ershadi, Ananya Bhattacharjee, Judith Amores, Ebele Okoli, Ann Paradiso, Shahed Warreth, Jina Suh
April 2025
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Microsoft New Future of Work Report 2024
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
作者：Microsoft
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Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
IEEE Transactions on Software Engineering | November 2024, 第 51 卷(2): pp. 344-354
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Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents
Ananya Bhattacharjee, Jina Suh, Mahsa Ershadi, Shamsi Iqbal, Andrew D. Wilson, Javier Hernandez
November 2024
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AImagery: A Multisensory Approach to Anxiety Reduction with AI, Olfactory Stimuli, and Biofeedback-Enhanced Guided Imagery
Judith Amores, Javier Hernandez
2024 Affective Computing and Intelligent Interaction | September 2024
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Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.
Jina Suh, Esther Howe, Robert Lewis, Javier Hernandez, Koustuv Saha, Tim Althoff, Mary Czerwinski
JMIR mental health | September 2024, 第 11 卷: pp. e48974
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Deploying a Robotic ride-on Car in the Hospital to Reduce the Stress of Pediatric Patients before Surgery
Agata Lapedriza, Jordi Albo-Canals, Neska Elhaouij, Jinmo Lee, Javier Hernandez, Judith Amores, Kyung Yun, Carmen Jerez Molina, Laura Lahuerta, Nuria Gonzalez, Maria V. Fernandez, Marta Ayats Soler, Sofa Ferreira Quartino, Ariadna Ballesteros, Rosalind W. Picard
International Conference on Human-Robot Interaction | September 2024
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Feeling-the-Beat: Enhancing Empathy and Engagement during Public Speaking through Heart Rate Sharing
Prasanth Murali, Natasha Yamane, Javier Hernandez, Stacy Marsella, Matthew Goodwin, Timothy Bickmore
International Conference on Affective Computing and Intelligent Interaction (ACII) | September 2024
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Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire
Subigya Nepal, Javier Hernandez, Robert Lewis, Ahad Chaudhry, Brian Houck, Eric Knudsen, Raul Rojas, Ben Tankus, Hemma Prafullchandra, Mary Czerwinski
Proceedings of the ACM on Human-Computer Interaction | April 2024, 第 8 卷(CSCW1): pp. 1-35
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Microsoft New Future of Work Report 2023
Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
MSR-TR-2023-34 | December 2023
作者：Microsoft
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Affective Conversational Agents: Understanding Expectations and Personal Influences
Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
October 2023
ArXiv
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Do You Even Need Sensors?: Synthetic Biomusic as an Empathic Technology
Daway Chou-Ren, Mike Winters, Javier Hernandez, Daniel McDuff, Jina Suh, Vanessa Rodriguez, Gonzalo Ramos, Mary Czerwinski
International Conference on Affective Computing and Intelligent Interaction (ACII) | September 2023
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Investigating self-supervised learning for predicting stress and stressors from passive sensing
Harish Haresamudram, Jina Suh, Javier Hernandez, Jenna Butler, Ahad Chaudhry, Longqi Yang, Koustuv Saha, Mary Czerwinski
September 2023
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Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
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Workplace Rhythm Variability and Emotional Distress in Information Workers
Subigya Kumar Nepal, Javier Hernandez, Judith Amores, Mehrab Bin Morshed, Robert Lewis, Hemma Prafullchandra, Mary Czerwinski
Extended Abstracts of the Conference on Human Factors in Computing Systems (CHI) | April 2023
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Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work
Vedant Das Swain, Javier Hernandez, Brian Houck, Koustuv Saha, Jina Suh, Ahad Chaudhry, Tenny Cho, Wendy Guo, Shamsi Iqbal, Mary Czerwinski
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
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SCAMPS: Synthetics for Camera Measurement of Physiological Signals
Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis
Thirty-sixth Conference on Neural Information Processing Systems | November 2022
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Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data
Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
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DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization
Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski
International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
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Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
CHI 2022 | April 2022
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Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App
Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller
CHI 2022 | April 2022
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Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications
Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind Picard, Mary Czerwinski
International Conference on Affective Computing & Intelligent Interaction (ACII 2021) | October 2021
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Building an AI That Feels: AI systems with emotional intelligence could learn faster and be more helpful
Mary Czerwinski, Javier Hernandez, Daniel McDuff
IEEE Spectrum | May 2021, 第 58 卷(5): pp. 32-38
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AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
CHI 2021 | May 2021
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MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
CHI 2021 | May 2021
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Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet
Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
International Conference on Automatic Face and Gesture Recognition | November 2020
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Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
October 2020
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PopTherapy: Coping with Stress through Pop-Culture
Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway
IEEE 2014 | May 2014
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Under Pressure: Sensing Stress of Computer Users
Javier Hernandez, Pablo Paredes, Asta Roseway, Mary Czerwinski
CHI 2014 | April 2014
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Measuring the Engagement Level of TV Viewers
Javier Hernandez, Zicheng Liu, Geoff Hulten, Dave DeBarr, Kyle Krum, Zhengyou Zhang
Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition,), Shanghai, China | April 2013
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From Measurement to Expertise: Empathetic Expert Adapters for Context-Based Empathy in Conversational AI Agents
Erfan Shayegani, Jina Suh, Andrew D. Wilson, Nagu Rangan, Javier Hernandez
November 2025
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From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2025
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SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations
Jina Suh, Lindy Le, Erfan Shayegani, Gonzalo Ramos, Judith Amores, Desmond C. Ong, Mary Czerwinski, Javier Hernandez
September 2025
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Sonora: Human-AI Co-Creation of 3D Audio Worlds and its Impact on Anxiety and Cognitive Load
Fernanda De La Torre, Javier Hernandez, Andrew D. Wilson, Judith Amores
CHI 2025 | April 2025
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AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker
V. D. Swain, Qiuyue, Jash R. Parekh, Yechan Jeon, Roy Zimmerman, Mary Czerwinski, Jina Suh, Varun Mishra, Koustuv Saha, Javier Hernandez
CHI 2025 | April 2025
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Longitudinal Study on Social and Emotional Use of AI Conversational Agent
Mohit Chandra, Javier Hernandez, Gonzalo Ramos, Mahsa Ershadi, Ananya Bhattacharjee, Judith Amores, Ebele Okoli, Ann Paradiso, Shahed Warreth, Jina Suh
April 2025
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Microsoft New Future of Work Report 2024
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
作者：Microsoft
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Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents
Ananya Bhattacharjee, Jina Suh, Mahsa Ershadi, Shamsi Iqbal, Andrew D. Wilson, Javier Hernandez
November 2024
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Microsoft New Future of Work Report 2023
Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
MSR-TR-2023-34 | December 2023
作者：Microsoft
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Affective Conversational Agents: Understanding Expectations and Personal Influences
Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
October 2023
ArXiv
-
Investigating self-supervised learning for predicting stress and stressors from passive sensing
Harish Haresamudram, Jina Suh, Javier Hernandez, Jenna Butler, Ahad Chaudhry, Longqi Yang, Koustuv Saha, Mary Czerwinski
September 2023
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Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
-
SCAMPS: Synthetics for Camera Measurement of Physiological Signals
Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis
Thirty-sixth Conference on Neural Information Processing Systems | November 2022
-
Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data
Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
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Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
CHI 2022 | April 2022
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Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App
Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller
CHI 2022 | April 2022
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Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications
Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind Picard, Mary Czerwinski
International Conference on Affective Computing & Intelligent Interaction (ACII 2021) | October 2021
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Building an AI That Feels: AI systems with emotional intelligence could learn faster and be more helpful
Mary Czerwinski, Javier Hernandez, Daniel McDuff
IEEE Spectrum | May 2021, 第 58 卷(5): pp. 32-38
-
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
October 2020
-
PopTherapy: Coping with Stress through Pop-Culture
Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway
IEEE 2014 | May 2014
-
Measuring the Engagement Level of TV Viewers
Javier Hernandez, Zicheng Liu, Geoff Hulten, Dave DeBarr, Kyle Krum, Zhengyou Zhang
Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition,), Shanghai, China | April 2013
-
-
-
From Measurement to Expertise: Empathetic Expert Adapters for Context-Based Empathy in Conversational AI Agents
Erfan Shayegani, Jina Suh, Andrew D. Wilson, Nagu Rangan, Javier Hernandez
November 2025
-
From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2025
-
SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations
Jina Suh, Lindy Le, Erfan Shayegani, Gonzalo Ramos, Judith Amores, Desmond C. Ong, Mary Czerwinski, Javier Hernandez
September 2025
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Affective Air Quality Dataset: Personal Chemical Emissions from Emotional Videos
Jas Brooks, Javier Hernandez, Mary Czerwinski, Judith Amores
September 2025
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From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents
Mohit Chandra, Suchismita Naik, Denae Ford, Ebele Okoli, Munmun De Choudhury, Mahsa Ershadi, Gonzalo Ramos, Javier Hernandez, Ananya Bhattacharjee, Shahed Warreth, Jina Suh
Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency | June 2025
-
Sonora: Human-AI Co-Creation of 3D Audio Worlds and its Impact on Anxiety and Cognitive Load
Fernanda De La Torre, Javier Hernandez, Andrew D. Wilson, Judith Amores
CHI 2025 | April 2025
-
AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker
V. D. Swain, Qiuyue, Jash R. Parekh, Yechan Jeon, Roy Zimmerman, Mary Czerwinski, Jina Suh, Varun Mishra, Koustuv Saha, Javier Hernandez
CHI 2025 | April 2025
-
Longitudinal Study on Social and Emotional Use of AI Conversational Agent
Mohit Chandra, Javier Hernandez, Gonzalo Ramos, Mahsa Ershadi, Ananya Bhattacharjee, Judith Amores, Ebele Okoli, Ann Paradiso, Shahed Warreth, Jina Suh
April 2025
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Microsoft New Future of Work Report 2024
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
作者：Microsoft
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Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
IEEE Transactions on Software Engineering | November 2024, 第 51 卷(2): pp. 344-354
-
Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents
Ananya Bhattacharjee, Jina Suh, Mahsa Ershadi, Shamsi Iqbal, Andrew D. Wilson, Javier Hernandez
November 2024
-
AImagery: A Multisensory Approach to Anxiety Reduction with AI, Olfactory Stimuli, and Biofeedback-Enhanced Guided Imagery
Judith Amores, Javier Hernandez
2024 Affective Computing and Intelligent Interaction | September 2024
-
Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.
Jina Suh, Esther Howe, Robert Lewis, Javier Hernandez, Koustuv Saha, Tim Althoff, Mary Czerwinski
JMIR mental health | September 2024, 第 11 卷: pp. e48974
-
Feeling-the-Beat: Enhancing Empathy and Engagement during Public Speaking through Heart Rate Sharing
Prasanth Murali, Natasha Yamane, Javier Hernandez, Stacy Marsella, Matthew Goodwin, Timothy Bickmore
International Conference on Affective Computing and Intelligent Interaction (ACII) | September 2024
-
Deploying a Robotic ride-on Car in the Hospital to Reduce the Stress of Pediatric Patients before Surgery
Agata Lapedriza, Jordi Albo-Canals, Neska Elhaouij, Jinmo Lee, Javier Hernandez, Judith Amores, Kyung Yun, Carmen Jerez Molina, Laura Lahuerta, Nuria Gonzalez, Maria V. Fernandez, Marta Ayats Soler, Sofa Ferreira Quartino, Ariadna Ballesteros, Rosalind W. Picard
International Conference on Human-Robot Interaction | September 2024
-
Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire
Subigya Nepal, Javier Hernandez, Robert Lewis, Ahad Chaudhry, Brian Houck, Eric Knudsen, Raul Rojas, Ben Tankus, Hemma Prafullchandra, Mary Czerwinski
Proceedings of the ACM on Human-Computer Interaction | April 2024, 第 8 卷(CSCW1): pp. 1-35
-
Microsoft New Future of Work Report 2023
Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
MSR-TR-2023-34 | December 2023
作者：Microsoft
-
Affective Conversational Agents: Understanding Expectations and Personal Influences
Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
October 2023
ArXiv
-
Investigating self-supervised learning for predicting stress and stressors from passive sensing
Harish Haresamudram, Jina Suh, Javier Hernandez, Jenna Butler, Ahad Chaudhry, Longqi Yang, Koustuv Saha, Mary Czerwinski
September 2023
-
Do You Even Need Sensors?: Synthetic Biomusic as an Empathic Technology
Daway Chou-Ren, Mike Winters, Javier Hernandez, Daniel McDuff, Jina Suh, Vanessa Rodriguez, Gonzalo Ramos, Mary Czerwinski
International Conference on Affective Computing and Intelligent Interaction (ACII) | September 2023
-
Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
-
Workplace Rhythm Variability and Emotional Distress in Information Workers
Subigya Kumar Nepal, Javier Hernandez, Judith Amores, Mehrab Bin Morshed, Robert Lewis, Hemma Prafullchandra, Mary Czerwinski
Extended Abstracts of the Conference on Human Factors in Computing Systems (CHI) | April 2023
-
Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work
Vedant Das Swain, Javier Hernandez, Brian Houck, Koustuv Saha, Jina Suh, Ahad Chaudhry, Tenny Cho, Wendy Guo, Shamsi Iqbal, Mary Czerwinski
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
-
Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
CHI 2022 | April 2022
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Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App
Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller
CHI 2022 | April 2022
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Building an AI That Feels: AI systems with emotional intelligence could learn faster and be more helpful
Mary Czerwinski, Javier Hernandez, Daniel McDuff
IEEE Spectrum | May 2021, 第 58 卷(5): pp. 32-38
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MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
CHI 2021 | May 2021
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AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
CHI 2021 | May 2021
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Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet
Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
International Conference on Automatic Face and Gesture Recognition | November 2020
-
PopTherapy: Coping with Stress through Pop-Culture
Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway
IEEE 2014 | May 2014
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Under Pressure: Sensing Stress of Computer Users
Javier Hernandez, Pablo Paredes, Asta Roseway, Mary Czerwinski
CHI 2014 | April 2014
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Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
IEEE Transactions on Software Engineering | November 2024, 第 51 卷(2): pp. 344-354
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Building an AI That Feels: AI systems with emotional intelligence could learn faster and be more helpful
Mary Czerwinski, Javier Hernandez, Daniel McDuff
IEEE Spectrum | May 2021, 第 58 卷(5): pp. 32-38
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Microsoft New Future of Work Report 2024
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
作者：Microsoft
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Microsoft New Future of Work Report 2023
Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
MSR-TR-2023-34 | December 2023
作者：Microsoft
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Microsoft New Future of Work Report 2024
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
作者：Microsoft
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Microsoft New Future of Work Report 2023
Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
MSR-TR-2023-34 | December 2023
作者：Microsoft
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-
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Microsoft New Future of Work Report 2024
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
作者：Microsoft
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Microsoft New Future of Work Report 2023
Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
MSR-TR-2023-34 | December 2023
作者：Microsoft
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-
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Microsoft New Future of Work Report 2024
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
作者：Microsoft
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Microsoft New Future of Work Report 2023
Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
MSR-TR-2023-34 | December 2023
作者：Microsoft
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Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
CHI 2022 | April 2022
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MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
CHI 2021 | May 2021
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Microsoft New Future of Work Report 2023
Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
MSR-TR-2023-34 | December 2023
作者：Microsoft
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SCAMPS: Synthetics for Camera Measurement of Physiological Signals
Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis
Thirty-sixth Conference on Neural Information Processing Systems | November 2022
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DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization
Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski
International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
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Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet
Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
International Conference on Automatic Face and Gesture Recognition | November 2020
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Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
October 2020
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Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet
Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
International Conference on Automatic Face and Gesture Recognition | November 2020
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Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
October 2020
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PopTherapy: Coping with Stress through Pop-Culture
Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway
IEEE 2014 | May 2014
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From Measurement to Expertise: Empathetic Expert Adapters for Context-Based Empathy in Conversational AI Agents
Erfan Shayegani, Jina Suh, Andrew D. Wilson, Nagu Rangan, Javier Hernandez
November 2025
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SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations
Jina Suh, Lindy Le, Erfan Shayegani, Gonzalo Ramos, Judith Amores, Desmond C. Ong, Mary Czerwinski, Javier Hernandez
September 2025
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Affective Air Quality Dataset: Personal Chemical Emissions from Emotional Videos
Jas Brooks, Javier Hernandez, Mary Czerwinski, Judith Amores
September 2025
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Longitudinal Study on Social and Emotional Use of AI Conversational Agent
Mohit Chandra, Javier Hernandez, Gonzalo Ramos, Mahsa Ershadi, Ananya Bhattacharjee, Judith Amores, Ebele Okoli, Ann Paradiso, Shahed Warreth, Jina Suh
April 2025
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Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents
Ananya Bhattacharjee, Jina Suh, Mahsa Ershadi, Shamsi Iqbal, Andrew D. Wilson, Javier Hernandez
November 2024
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Affective Conversational Agents: Understanding Expectations and Personal Influences
Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
October 2023
ArXiv
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From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents
Mohit Chandra, Suchismita Naik, Denae Ford, Ebele Okoli, Munmun De Choudhury, Mahsa Ershadi, Gonzalo Ramos, Javier Hernandez, Ananya Bhattacharjee, Shahed Warreth, Jina Suh
Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency | June 2025
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Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
IEEE Transactions on Software Engineering | November 2024, 第 51 卷(2): pp. 344-354
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Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.
Jina Suh, Esther Howe, Robert Lewis, Javier Hernandez, Koustuv Saha, Tim Althoff, Mary Czerwinski
JMIR mental health | September 2024, 第 11 卷: pp. e48974
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Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire
Subigya Nepal, Javier Hernandez, Robert Lewis, Ahad Chaudhry, Brian Houck, Eric Knudsen, Raul Rojas, Ben Tankus, Hemma Prafullchandra, Mary Czerwinski
Proceedings of the ACM on Human-Computer Interaction | April 2024, 第 8 卷(CSCW1): pp. 1-35
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Building an AI That Feels: AI systems with emotional intelligence could learn faster and be more helpful
Mary Czerwinski, Javier Hernandez, Daniel McDuff
IEEE Spectrum | May 2021, 第 58 卷(5): pp. 32-38
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From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2025
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Sonora: Human-AI Co-Creation of 3D Audio Worlds and its Impact on Anxiety and Cognitive Load
Fernanda De La Torre, Javier Hernandez, Andrew D. Wilson, Judith Amores
CHI 2025 | April 2025
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AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker
V. D. Swain, Qiuyue, Jash R. Parekh, Yechan Jeon, Roy Zimmerman, Mary Czerwinski, Jina Suh, Varun Mishra, Koustuv Saha, Javier Hernandez
CHI 2025 | April 2025
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AImagery: A Multisensory Approach to Anxiety Reduction with AI, Olfactory Stimuli, and Biofeedback-Enhanced Guided Imagery
Judith Amores, Javier Hernandez
2024 Affective Computing and Intelligent Interaction | September 2024
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Feeling-the-Beat: Enhancing Empathy and Engagement during Public Speaking through Heart Rate Sharing
Prasanth Murali, Natasha Yamane, Javier Hernandez, Stacy Marsella, Matthew Goodwin, Timothy Bickmore
International Conference on Affective Computing and Intelligent Interaction (ACII) | September 2024
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Deploying a Robotic ride-on Car in the Hospital to Reduce the Stress of Pediatric Patients before Surgery
Agata Lapedriza, Jordi Albo-Canals, Neska Elhaouij, Jinmo Lee, Javier Hernandez, Judith Amores, Kyung Yun, Carmen Jerez Molina, Laura Lahuerta, Nuria Gonzalez, Maria V. Fernandez, Marta Ayats Soler, Sofa Ferreira Quartino, Ariadna Ballesteros, Rosalind W. Picard
International Conference on Human-Robot Interaction | September 2024
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Investigating self-supervised learning for predicting stress and stressors from passive sensing
Harish Haresamudram, Jina Suh, Javier Hernandez, Jenna Butler, Ahad Chaudhry, Longqi Yang, Koustuv Saha, Mary Czerwinski
September 2023
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Do You Even Need Sensors?: Synthetic Biomusic as an Empathic Technology
Daway Chou-Ren, Mike Winters, Javier Hernandez, Daniel McDuff, Jina Suh, Vanessa Rodriguez, Gonzalo Ramos, Mary Czerwinski
International Conference on Affective Computing and Intelligent Interaction (ACII) | September 2023
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Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
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Workplace Rhythm Variability and Emotional Distress in Information Workers
Subigya Kumar Nepal, Javier Hernandez, Judith Amores, Mehrab Bin Morshed, Robert Lewis, Hemma Prafullchandra, Mary Czerwinski
Extended Abstracts of the Conference on Human Factors in Computing Systems (CHI) | April 2023
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Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work
Vedant Das Swain, Javier Hernandez, Brian Houck, Koustuv Saha, Jina Suh, Ahad Chaudhry, Tenny Cho, Wendy Guo, Shamsi Iqbal, Mary Czerwinski
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
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SCAMPS: Synthetics for Camera Measurement of Physiological Signals
Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis
Thirty-sixth Conference on Neural Information Processing Systems | November 2022
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Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data
Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
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DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization
Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski
International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
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Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
CHI 2022 | April 2022
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Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App
Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller
CHI 2022 | April 2022
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Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications
Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind Picard, Mary Czerwinski
International Conference on Affective Computing & Intelligent Interaction (ACII 2021) | October 2021
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MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
CHI 2021 | May 2021
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AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
CHI 2021 | May 2021
-
Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet
Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
International Conference on Automatic Face and Gesture Recognition | November 2020
-
PopTherapy: Coping with Stress through Pop-Culture
Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway
IEEE 2014 | May 2014
-
Under Pressure: Sensing Stress of Computer Users
Javier Hernandez, Pablo Paredes, Asta Roseway, Mary Czerwinski
CHI 2014 | April 2014
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Measuring the Engagement Level of TV Viewers
Javier Hernandez, Zicheng Liu, Geoff Hulten, Dave DeBarr, Kyle Krum, Zhengyou Zhang
Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition,), Shanghai, China | April 2013
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Microsoft New Future of Work Report 2024
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
作者：Microsoft
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Microsoft New Future of Work Report 2023
Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
MSR-TR-2023-34 | December 2023
作者：Microsoft
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Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
October 2020
-