Project Research

Theme | Mobility On-Demand

Urban populations around the world are rapidly growing. To improve livability, urban residents must reduce dependency on fossil fuels and...
Research
Space Enabled

Advancing justice in Earth's complex systems using designs enabled by space
Project Research

School Reviews

Parents often select schools by relying on subjective assessments shared by other parents—which are increasingly becoming available on sc...
Project Research

Commalla: Communication for All

(Note: This project was previously called ECHOS.)  Official Commalla website:  https://commallamit.wixsite.com/commal...
Publication Research

Personalized Modeling of Real-World Vocalizations from Nonverbal Individuals

Narain, J.*, Johnson, K.T.*, Ferguson, C., O’Brien, A., Talkar, T., Zhang, Y., Wofford, P., Quatieri, T., Picard, R.W.,Maes, P., "Personalized Modeling of Real-World Vocalizations from Nonverbal Individuals," Proceedings of the International Conference on Multimodal Interaction (ICMI), Utrecht, Netherlands, October 2020. (*Co-first authors/Equal contribution)
Research
Social Machines

Promoting deeper learning and understanding in human networks
Research
Fluid Interfaces

Designing systems for cognitive enhancement
Research
Camera Culture

Making the invisible visible–inside our bodies, around us, and beyond–for health, work, and connection
Research
Affective Computing

Advance human wellbeing by developing new ways to communicate, understand, and respond to emotion
Research
Signal Kinetics

Inventing, building, and deploying wireless sensor technologies to address complex problems in society, industry, and ecology
Project Research

PAL: a wearable on-device deep learning platform for personalized, context-aware, and closed-loop real-time support

OverviewPAL is a  wearable platform for personalized, context-aware, and always-present user change.  PAL has mu...
Research
Opera of the Future

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

Gobo

Your social media. Your rules.Gobo is an experiment, not a startup. We’re building it to change the conversation on social media and imag...
Research
Future Sketches

Exploring the essence of code as a creative medium
Research
Viral Communications

Creating scalable technologies that evolve with user inventiveness
Project Research

Splintering with distributions: A stochastic decoy scheme for private computation

We present a stochastic scheme for splitting the client data into privatized shares that are transmitted to the server in such settings. ...
Research
City Science

Looking beyond smart cities
Publication Research

Splintering with distributions: A stochastic decoy scheme for private computation

Vepakomma, P., Balla, J., Raskar, R., "Splintering with distributions: A stochastic decoy scheme for private computation." 6 Jul 2020.
Research
Personal Robots

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

dementAI

 dementAI is an open-source platform for modeling risk stratification of Alzheimer's dementia using spontaneous speech through ...
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} }
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} }
Publication Research

Why have a Unified Predictive Uncertainty? Disentangling it using Deep Split Ensembles

@misc{sarawgi2020unified, title={Why have a Unified Predictive Uncertainty? Disentangling it using Deep Split Ensembles}, author={Utkarsh Sarawgi and Wazeer Zulfikar and Rishab Khincha and Pattie Maes}, year={2020}, eprint={2009.12406}, archivePrefix={arXiv}, primaryClass={cs.LG} }
Research
Health 0.0

Health 0.0
Research
Human Dynamics

Exploring how social networks can influence our lives in business, health, governance, and technology adoption and diffusion
Research
Responsive Environments

Augmenting and mediating human experience, interaction, and perception with sensor networks
Center for Civic Media
Archived
Archived
Research
Civic Media

Creating technology for social change
Archived
Research
Object-Based Media

Changing storytelling, communication, and everyday life through sensing, understanding, and new interface technologies
Archived
Research
Collective Learning

Transforming data into knowledge
Project Research

VizML: A Machine Learning Approach to Visualization Recommendation

Visualization recommender systems aim to lower the barrier to exploring basic visualizations by automatically generating results for anal...
Archived
Post Research

MAS.S64. Real-world Evaluation of Artificial Intelligence and Genome Editing Technologies

MAS.S64 Real-world Evaluation of Artificial Intelligence and Genome Editing Technologies - Fall 2020 Online CourseWhen: Tuesdays, 3-...
Archived
Project Research

Streetchange

Computer vision uncovers predictors of physical urban change

Archived
Post Research

KDD Workshop on Humanitarian Mapping

Neil Gaikwad from the Space Enabled research group is co-organizing the KDD Workshop on Humanitarian Mapping.
Project Research

Migratable AI

We live in a world of personified conversational assistants (agents). We interact with these agents in our daily lives such as smart spea...
Project Research

Research Area | Application, Interpretability and Clinical Translation of Deep Learning Algorithms for Medical Images

Research in our laboratory reduces dependence on specialized medical imaging devices, biological and chemical processes and creates new p...
Research
Sculpting Evolution

Cultivating wisdom through evolutionary and ecological engineering
Research
Molecular Machines

Engineering at the limits of complexity with molecular-scale parts
Archived
Research
Scalable Cooperation

Reimagining human cooperation in the age of social media and artificial intelligence
Project Research

Reversed Urbanism

Predicting Urban Performance through Behavioral Patterns in Temporal Telecom DataThis study explores a novel method to analyze diverse be...
Archived
Project Research

Machine Behavior

Machines powered by artificial intelligence (AI) increasingly mediate our social, cultural, economic, and ...
Archived
Archived
Project Research

A voting-based system for ethical decision making

The problem of ethical decision making presents  a grand challenge for modern AI research. Arguably the main obstacle to automating ...
Archived
Archived
Project Research

Nightmare Machine

For centuries, across geographies, religions, and cultures, people try to innovate ways of scaring each other. Creating a visceral emotio...
Archived
Archived
Project Research

DeepMoji

Emotional content is an important part of language. There are many use cases now showing that natural language processing is becoming an ...
Archived
Archived
Project Research

Norman

We present Norman, world's first psychopath AI. Norman was inspired by the fact that the data used to teach a machine learning algorithm ...
Archived
Archived
Project Research

Shelley: Human-AI Collaborated Horror Stories

Project website: shelley.ai Human-AI collaborated stories: stories.shelley.ai Follow @shelley_ai to collaborate ...
Archived
Post Research

Ishwarya Ananthabhotla and Jaya Narain among 2020 Apple Scholars in AI/ML

Each Scholar was chosen based on their innovative research and demonstrated leadership within their respective fields.
Project Research

Augmented Eternity and Swappable Identities

Have you ever wondered what a friend would do if she was in your decision-making situation? Or thought about where a family mem...
Thesis Research

Prediction and Analysis of Degree of Suicidal Ideation in Online Content

Jones, Noah. Prediction and Analysis of Degree of Suicidal Ideation in Online Content. 2020. MIT, SM Thesis.
Research
Open Ocean

Open Ocean
Publication Research

Zero-Shot Transfer Learning to Enhance Communication for Minimally Verbal Individuals with Autism using Naturalistic Data

Narain, J.*, Johnson, K.T.*, Picard, R.W., Maes, P. "Zero-Shot Transfer Learning to Enhance Communication for Minimally Verbal Individuals with Autism using Naturalistic Data," NeurIPS Workshop on AI for Social Good, December 2019. (*Co-first authors/Equal contribution)
Archived
Project Research

Food Server

The OpenAg™ Food Server is a shipping container-sized, controlled environment agriculture technology that can be built to utilize hydropo...
Archived
Archived
Project Research

SuperGlue Kinesics

The relationship between news content and its presentation has been a long-studied problem in the communications domain. Often, chan...
Archived
Project Research

Active Fairness in Algorithmic Decision Making

Algorithmic FairnessSociety increasingly relies on machine learning models for automated decision making. Yet, efficiency gains from auto...
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 obt...
Thesis Research

Forecasting Mental Distress using Healthcare Claims Data

Taylor, Sara. Forecasting Mental Distress using Healthcare Claims Data. 2020. MIT, PhD dissertation.
Project Research

Theme | CityScope

City Science researchers are developing a slew of tangible and digital platforms dedicated to solving spatial design and urban planning c...
Project Research

Mediated Atmosphere

The Mediated Atmosphere project envisions a smart office that is capable of dynamically transforming itself to enhance occupants' work ex...
Archived
Research
Open Agriculture (OpenAg)

Open Agriculture Initiative (OpenAg)
Archived
Project Research

Personal Food Computer

The OpenAg™ Personal Food Computer is a tabletop-sized, controlled environment agriculture technology platform that uses robotic systems ...
Archived
Publication Research

A Voting-Based System for Ethical Decision Making

Ritesh Noothigattu, Snehalkumar 'Neil' S. Gaikwad, Edmond Awad, Sohan Dsouza, Iyad Rahwan, Pradeep Ravikumar, Ariel D. Procaccia AAAI 2018: Association for the Advancement of Artificial Intelligence (Acceptance rate of 24.6%)
Post Research

Meet the 2020 LEGO Papert Fellows

The new LEGO Papert Fellows will spend one week at LEGO headquarters in Denmark to share ideas and collaborate on projects.
Post Research

Human Dynamics team tops Fragile Families Challenge

Media Lab researchers win three of six categories in inaugural contest.