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More Close
Research
Affective Computing

Advancing human wellbeing by developing new ways to communicate, understand, and respond to emotion

#robotics #social networks #computer vision +51 more
Not Accepting Applicants
Archived
Project Research

Essence Wearables: Biometric Olfactory Interfaces for Day and Night

Human-computer interaction (HCI) has traditionally focused on designing and investigating interfaces that provide explicit visual, auditory…

in Fluid Interfaces
Judith Amores Fernandez
#design #virtual reality #human-computer interaction +18 more
Archived
Article Research

The A.I. Chatbots Have Arrived. Time to Talk to Your Kids.

Artificial intelligence can make adults nervous, but experts say exploring it as a family is the best way to understand its pros and cons.

via The New York Times · March 22, 2023
in Personal Robots · RAISE
#artificial intelligence #health #kids +3 more
Research
Opera of the Future

Extending expression, learning, and health through innovations in musical composition, performance, and participation

#multimodal representation #performance technologies #digital opera +59 more
Accepting Applicants
Article Research

This new mental health app gamifies doing simple actions that make you happy

Craig Ferguson discusses Paradise Island, Affective Computing's new game for mental health.

via Fast Company · Aug. 5, 2022
in Affective Computing
#gaming #health #learning +1 more
Project Research

Project Us

“Us” aims to help people develop their sense of empathy. It uses machine learning to analyze interlocutors’ signals (e.g., choice of words,…

in Fluid Interfaces
Camilo Rojas · Shreya Kulkarni +2 more
#human-computer interaction #artificial intelligence #banking and finance +6 more
Project Research

Emotion Navigation

Before automobiles were invented and widely adopted, animals like horses were the most common mode of transportation. While this change bro…

in Affective Computing
Neska Elhaouij · Rosalind W. Picard +10 more
#interfaces #affective computing #autonomous vehicles
Project Research

Teddy

Teddy is a cutting edge data collection platform available for both Android and iOS that lets you collect data from study participants in a…

in Affective Computing
Rosalind W. Picard · Craig Ferguson
#design #data #affective computing
Research
Personal Robots

Building intelligent personified technologies that collaborate with people to help them learn, thrive, and flourish.

#robotics #design #virtual reality +66 more
Accepting Applicants
Project Research

Privacy-Preserving Depressive Symptoms Estimation

The goal of this project is to develop techniques to remove identifying information from wearable and phone data to protect patients’ priva…

in Affective Computing
Asma Ghandeharioun · Robert Lewis
#computer vision #artificial intelligence #extended intelligence +4 more
Archived
Archived
Project Research

Adaptive Music for Affect Improvement

Adaptive Music for Affect Improvement (AMAI) is a music generation and playback system with the goal of steering the listener toward a stat…

in Opera of the Future · Affective Computing
Rosalind W. Picard · David Su
#music #affective computing #technology
Archived
Project Research

aSpire: Clippable, Mobile Pneumatic-Haptic Device for Breathing Rate Regulation via Personalizable Tactile Feedback

We introduce–aSpire–a clippable, mobile pneumatic-haptic device designed to help users regulate their breathing rate via subtle tactile fee…

Kyung Yun Choi · Neska Elhaouij +3 more
#design #human-computer interaction #health +3 more
Project Research

The Guardians

in Affective Computing
Craig Ferguson · Sara Taylor +3 more
#data #entertainment #gaming +7 more
Archived
Project Research

EmotionalBeasts

With advances in virtual reality (VR) and physiological sensing technology, even more immersive computer-mediated communication through lif…

in Fluid Interfaces
Guillermo Bernal
#virtual reality #art #sensors +2 more
Archived
Archived
Project Research

UncNet: Modeling uncertainty in deep learning for inherently subjective tasks

Automatic emotion recognition has become a well-established machine learning task in recent years. The sensitive and subjective nature of e…

in Affective Computing
Asma Ghandeharioun · Rosalind W. Picard
#computer vision #artificial intelligence #extended intelligence +4 more
Archived
Archived
Project Research

PAL: Project on Affinities + Language

The Project on Affinities and Language (PAL) is designed to help us understand what happens in a child’s brain when they engage with their …

in Affective Computing
Kristy Johnson
#learning #neurobiology #language learning +3 more
Archived
Project Research

Learning via Social Awareness: Improving sketch representations with facial feedback

In the quest towards general artificial intelligence (AI), researchers have explored developing loss functions that act as intrinsic motiva…

in Affective Computing
Natasha Jaques · Rosalind W. Picard
#artificial intelligence #machine learning #affective computing
Archived
Project Research

Improving Wellbeing for Office Workers

Excessive stress can decrease office workers' productivity and negatively impact overall health. This project aims to predict office worker…

in Affective Computing
Terumi Umematsu · Akane Sano +2 more
#affective computing
Archived
Archived
Project Research

BrainBeat: Breath-based music therapy

Can we sonfiy calming breathing and passively influence a state of calm?Deep breathing has been scientifically proven to affect the heart, …

in Affective Computing
Asma Ghandeharioun · Grace Leslie +1 more
#human-machine interaction #music #affective computing
Archived
Archived
Project Research

Personalized Machine Learning for Future Health

​The view on Alzheimer’s Disease (AD) diagnosis has shifted towards a more dynamic process in which clinical and pathological markers evolv…

in Affective Computing
Ognjen (Oggi) Rudovic · Rosalind W. Picard
#human-machine interaction #pharmaceuticals #machine learning +2 more
Archived
Archived
Project Research

WorldBeat: Hearing the world differently

Can we modulate the way we hear the world around us to make it more calming or to induce focus? While technology is usually associated with…

in Affective Computing
Asma Ghandeharioun · Rosalind W. Picard
#affective computing
Archived
Archived
Project Research

Personalized Animated Movies

Storytelling is a fundamental way in which human beings understand the world. Imagine watching a movie telling the story of your life, how …

in Affective Computing
Fengjiao Peng · Rosalind W. Picard
#art #human-machine interaction #behavioral science +1 more
Archived
Archived
Project Research

Machine Learning for Pain Measurement

Pain is a subjective experience commonly measured through patients' self reports. Unfortunately, self-report measures only work when t…

in Affective Computing
Ognjen (Oggi) Rudovic · Daniel Lopez Martinez +1 more
#affective computing
Archived
Archived
Project Research

Behavioral Indications of Depression Severity

In collaboration with Massachusetts General Hospital, we are conducting a clinical trial exploring objective methods for assessing depressi…

in Affective Computing
Asma Ghandeharioun · Szymon Fedor +1 more
#computer vision #artificial intelligence #extended intelligence +7 more
Archived
Archived
Project Research

Personalized Machine Learning for Autism Therapy

EngageME: Personalized machine learning and humanoid robots for measuring affect and engagement of children with autismEngageME is a projec…

in Affective Computing
Ognjen (Oggi) Rudovic · Rosalind W. Picard
#robotics #human-computer interaction #health +9 more
Archived
Project Research

Modulating peripheral and cortical arousal using a musical motor response task

We are conducting EEG studies to identify the musical features and musical interaction patterns that universally impact measures of arousal…

in Affective Computing
Rosalind W. Picard · Grace Leslie
#human-machine interaction #music #affective computing
Archived
Archived
Project Research

SPRING: A Smart Platform for Research, Intervention, and Neurodevelopmental Growth

SPRING is a custom-built hardware and software platform for children with neuro-differences. The system automates data acquisition, optimiz…

in Affective Computing · ML Learning
Rosalind W. Picard · Kristy Johnson
#robotics #cognition #data +7 more
Archived
Archived
Project Research

Predicting students' wellbeing from physiology, phone, mobility, and behavioral data

The goal of this project is to apply machine learning methods to model the wellbeing of MIT undergraduate students. Extensive data is obtai…

in Advancing Wellbeing · Affective Computing
Rosalind W. Picard · Akane Sano +5 more
#data #health #machine learning +2 more
Archived
Project Research

An EEG and motion-capture based expressive music interface for affective neurofeedback

This project examines how the expression granted by new musical interfaces can be harnessed to create positive changes in health and wellbe…

in Affective Computing
Rosalind W. Picard · Grace Leslie
#human-machine interaction #music #affective computing
Archived
Article Research

MIT Chalk Radio: AI Literacy for All with Prof. Cynthia Breazeal

Social robotics pioneer Prof. Cynthia Breazeal discusses artificial intelligence in our lives, digital citizenship, and AI education for all

via Chalk Radio podcast from MIT OpenCourseWare · March 30, 2022
in Personal Robots · RAISE
#robotics #artificial intelligence #learning +2 more
Research
RAISE

RAISE

#robotics #design #human-computer interaction +19 more
Post Research

Picard, Choudhoury, and Schiele Named 2021 ACM Fellows

Fellowship program honors ACM members whose specific accomplishments drive innovation and make broader advances possible.

Jan. 25, 2022
in Affective Computing
#affective computing
Article Research

Deploying machine learning to improve mental health

MIT scientist Rosalind Picard collaborates with clinicians to develop tools for mental health care delivery.

via MIT News · Jan. 26, 2022
in Affective Computing
#artificial intelligence #health #machine learning +2 more
Publication Research

Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health

Taylor, S.*, Jaques, N.*, Nosakhare, E., Sano, A. and Picard, R., "Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health," in IEEE Transactions on Affective Computing, vol. PP, no. 99, pp. 1-1. doi: 10.1109/TAFFC.2017.2784832 *Both authors contributed equally. WINNER: BEST OF COLLECTION

Academic Paper, Dec. 2017
in Affective Computing
#health #machine learning #affective computing +1 more
Article Research

What every engineer and computer scientist should know: The biggest contributor to happiness

Rosalind Picard presents some principles that engineers and computer scientists can use to create meaningful, authentic human relationships.

via Communications of the ACM · Dec. 1, 2021
in Affective Computing
#social networks #affective computing #computer science +1 more
Archived
Project Research

QuantifyMe

Unlike traditional randomized controlled trials that generalize relationships in large groups of people, single-case experiments seek to qu…

in Affective Computing · Advancing Wellbeing
Rosalind W. Picard · Akane Sano +3 more
#data #wearable computing #behavioral science +2 more
Archived
Archived
Project Research

ELSA: Empathy learning, socially-aware agents

What is ELSA?ELSA is an AI-powered chatbot that acts as an empathetic companion, encouraging users to talk about their day through a form o…

in Affective Computing
Natasha Jaques · Asma Ghandeharioun +5 more
#computer vision #artificial intelligence #extended intelligence +4 more
Archived
Article Research

When AI Recognizes Emotion, with Rosalind Picard

John Ellis talks to Affective Computing head Rosalind Picard about making AI and computers more emotionally intelligent.

via News Items Podcast · Aug. 24, 2021
in Affective Computing
#artificial intelligence #wearable computing #affective computing +3 more
Project Research

iNonymize: Empathetic Anonymity in Tele-Mental Health Using AI Generated Avatars

This project was selected to represent MIT at the Microsoft Design Expo 2020 on ‘Healthier Futures.’ iNonymizeA tele-mental health pla…

in Fluid Interfaces
Joanne Leong · Pat Pataranutaporn +1 more
#human-computer interaction #artificial intelligence #communications +3 more
Project Research

dementAI

 dementAI is an open-source platform for modeling risk stratification of Alzheimer's dementia using spontaneous speech through a …

Utkarsh Sarawgi · Pattie Maes
#human-computer interaction #artificial intelligence #health +5 more
Project Research

Leveraging artificial intelligence for the assessment of severity of depressive symptoms

This project is supported by the Abdul Latif Jameel Clinic for Machine Learning in Health (J-Clinic), the National Institutes of Healt…

in Affective Computing
Rosalind W. Picard · Darian Bhathena
#wearable computing #affective computing
Publication Research

Multimodal Inductive Transfer Learning for Detection of Alzheimer's Dementia and its Severity

@article{sarawgi2020multimodal, title={Multimodal Inductive Transfer Learning for Detection of Alzheimer's Dementia and its Severity}, author={Sarawgi, Utkarsh and Zulfikar, Wazeer and Soliman, Nouran and Maes, Pattie}, journal={arXiv preprint arXiv:2009.00700}, year={2020} }

Academic Paper, Aug. 2020
in Fluid Interfaces
#human-computer interaction #artificial intelligence #health +3 more
Publication Research

Uncertainty-Aware Multi-Modal Ensembling for Severity Prediction of Alzheimer's Dementia

@misc{sarawgi2020uncertaintyaware, title={Uncertainty-Aware Multi-Modal Ensembling for Severity Prediction of Alzheimer's Dementia}, author={Utkarsh Sarawgi and Wazeer Zulfikar and Rishab Khincha and Pattie Maes}, year={2020}, eprint={2010.01440}, archivePrefix={arXiv}, primaryClass={cs.LG} }

Academic Paper
in Fluid Interfaces
#human-computer interaction #artificial intelligence #health +3 more
Article Research

Embracing neurodiversity to better understand autism

Using personalized, naturalistic experiments, the Gabrieli lab is pioneering new approaches to neurodevelopmental differences.

via MIT McGovern Institute · March 2, 2020
in Affective Computing
#learning #neurobiology #affective computing +1 more
Project Research

Affective Robotic Ring

An affective robotic ring which allows users to interact with multiple robots using finger gestures.- Runs on Robotic Operating System (ROS…

in Personal Robots
M.S. Suryateja Jammalamadaka · Manushaqe Muco +1 more
#robotics #artificial intelligence #sensors +2 more
Digital Life
#robotics #human-computer interaction #architecture +26 more
Archived
Project Research

BioEssence

A wearable olfactory display that monitors cardio-respiratory information with the aspiration to support mental wellbeing.BioEssence is a w…

in Fluid Interfaces
Judith Amores Fernandez · Pattie Maes +2 more
#consumer electronics #health #wearable computing +5 more
Publication Research

Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias

Ghandeharioun, A., Eoff, B., Jou, B., & Picard, R. W. (2019). Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias. arXiv preprint arXiv:1909.09285.

Academic Paper, Nov. 2019
in Affective Computing
#machine learning #affective computing
Project Research

Jibo Social Robotic Research Platform

The Jibo Research Platform is an in-the-field deployable Social Robotics experimentation and data collection infrastructure. Built upon the…

in Personal Robots
Jon Ferguson · Hae Won Park +2 more
#robotics #human-computer interaction #artificial intelligence +11 more
Publication Research

AMAI: Adaptive Music for Affect Improvement

Su, D., Picard, R., Liu, Y. "AMAI: Adaptive Music for Affect Improvement." Proceedings of the 44th International Computer Music Conference (ICMC), Daegu, Korea, August 2018.

Proceedings, Aug. 2018
in Opera of the Future
#music #affective computing
Archived
Project Research

Predicting Trust Between People

Machine learning model outperforms human judgementOur computational trust model is capable of predicting—above human accuracy—the degree of…

in Personal Robots
Rosalind W. Picard · Cynthia Breazeal +1 more
#artificial intelligence #data #social science +5 more
Archived
Archived
Project Research

Intentional Inference of Emotions

Emotion recognition modeled as a goal-directed process!

in Personal Robots
Cynthia Breazeal · Jin Joo Lee
#artificial intelligence #data #kids +6 more
Archived
Archived
Project Research

Human-Robot Trust

Unconventional mixing of research fields introduces a new method to study human behavior using social robots.

in Personal Robots
Cynthia Breazeal · Jin Joo Lee
#artificial intelligence #data #human-machine interaction +6 more
Archived
Archived
Project Research

Artificial listener with social intelligence

A social robot modifies its behavior to change what you think about it!

in Personal Robots
Cynthia Breazeal · Jin Joo Lee
#artificial intelligence #data #human-machine interaction +7 more
Archived
Archived
Research
Advancing Wellbeing

Advancing Wellbeing

#design #virtual reality #human-computer interaction +25 more
Article Research

Rosalind Picard: Affective Computing, Emotion, Privacy, and Health | Artificial Intelligence Podcast

In an interview with MIT research scientist Lex Fridman, Rosalind Picard discusses affective computing, privacy, diversity in tech, and more

via Artificial Intelligence podcast at MIT · June 17, 2019
in Affective Computing
#artificial intelligence #privacy #affective computing +1 more
Post Research

Affective Computing researchers win Best Paper Award at IEEE BHI 2019

"Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks," by Terumi Umematsu, Akane Sano, Sara Taylor, and&…

May 24, 2019
in Affective Computing
#machine learning #affective computing #wellbeing
Project Research

Improving wellbeing prediction performance using temporal machine learning models

This project aims to improve the prediction accuracy of wellbeing (stress, mood, and health levels) using temporal machine learning models.…

in Affective Computing
Terumi Umematsu · Akane Sano +2 more
#machine learning #affective computing #wellbeing
Project Research

SNAPSHOT Study

The SNAPSHOT study seeks to measure Sleep, Networks, Affect, Performance, Stress, and Health using Objective Techniques. It is an NIH-funde…

in Advancing Wellbeing · Affective Computing
Akane Sano · Sara Taylor +9 more
#health #wearable computing #machine learning +2 more
Article Research

Computing Careers: Advice from Rosalind Picard on succeeding in the fast-growing field of "affective computing"

Affective Computing head Rosalind Picard talks to IEEE Computer Society for their series on careers in computing.

via IEEE Computer Society · May 21, 2019
in Affective Computing
#robotics #wearable computing #affective computing
Archived
Project Research

MACH: My Automated Conversation coacH

MACH, My Automated Conversation coacH, is a system for people to practice social interactions in face-to-face scenarios. MACH consists of a…

in Affective Computing
Rosalind W. Picard · M. Ehsan Hoque
#human-computer interaction #affective computing
Archived
Project Research

BrightBeat: Effortlessly influencing breathing for cultivating calmness and focus

The relationship between breathing and self-reported stress is bidirectional. Respiration pattern is an indicator of stress, but it can als…

in Advancing Wellbeing · Affective Computing
Asma Ghandeharioun · Rosalind W. Picard
#health #wearable computing #affective computing +2 more
Article Research

Emotion AI, explained

Senior leaders should consider how emotion AI could change their industries and play a critical role in their firms.

via MIT Sloan School · March 8, 2019
in Affective Computing
#wearable computing #affective computing
Article Research

Six MIT researchers elected to the National Academy of Engineering for 2019

Six MIT researchers are among the 86 new members and 18 foreign associates elected to the National Academy of Engineering.

via MIT News · Feb. 11, 2019
in Affective Computing
#affective computing
Publication Research

Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy

Rudovic, O., Lee, J., Dai, M., Schuller, B. , Picard, R. W., " Personalized machine learning for robot perception of affect and engagement in autism therapy," Science Robotics, June 2018.

Academic Paper, June 2018
in Affective Computing
#human-machine interaction #social science #machine learning +4 more
Publication Research

Emotional Beasts: Visually Expressing Emotions through Avatars in VR

Bernal, Guillermo, and Pattie Maes. "Emotional Beasts: Visually Expressing Emotions through Avatars in VR." Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems. ACM, 2017.

Academic Paper, May 2017
in Fluid Interfaces
#virtual reality #interfaces #affective computing
Project Research

Image Sentiment Analysis

 In this project we explore how to recognize and localize affect in images.

in Affective Computing
Agata Lapedriza Garcia
#affective computing
Archived
Project Research

Masque

 When the body senses itself internally and localizes its actions, it provides the basis for a material sense of self-existence. At th…

in Fluid Interfaces
Xin Liu · Pattie Maes
#human-computer interaction #cognition #wearable computing +3 more
Archived
Article Research

Tech community wrestles over working with government

Hiawatha Bray reports on the unrest bubbling up in the tech industry.

via The Boston Globe · July 13, 2018
in Affective Computing · Director's Fellows Program
#civic media #civic technology #affective computing +1 more
Article Research

Personalized “deep learning” equips robots for autism therapy

Machine learning network offers personalized estimates of children’s behavior.

via MIT News · June 27, 2018
in Affective Computing
#health #machine learning #social robotics +1 more
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