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Designing systems for cognitive enhancement
Advancing justice in Earth's complex systems using designs enabled by space
Looking beyond smart cities
Advance human wellbeing by developing new ways to communicate, understand, and respond to emotion
This video interview is a part of Media Lab X.0: Anthology of Tomorrows.In 2020, first-year PhD students at the MIT Media Lab were t...
Promoting deeper learning and understanding in human networks
In this work, we introduce FedML, an open research library and benchmark that facilitates the development of new 'federated learning algo...
Former Labber Rana el Kaliouby, current CEO and co-founder of Affectiva, talks with Reid Hoffman during an episode of Masters of Scale.
Learn more about three interviews conducted by Career Girls with Labbers Randi Williams, Jaleesa Trapp, and Marian Muthui.
This project was selected to represent MIT at the Microsoft Design Expo 2020 on ‘Healthier Futures.’ iNonymizeA tele-mental health p...
Randi Williams talks about her work. Her advice to girls is never to be afraid to make yourself heard; your ideas are essential.
AlterEgo is a non-invasive, wearable, peripheral neural interface that allows humans to converse in natural language with mach...
Check out the project site here. The pursuit of justice in AI requires more than just tweaking the numbers. It requires us to “study up”...
In this speculative project, we "flipped the script" on a widespread narrative regarding the use of algorithmic risk assessment for crimi...
Enhancing human physical capability
At Open Learning Talks, Cynthia Breazeal and Eric Klopfer discuss artificial intelligence education.
Neil Gaikwad, a PhD student in the Space Enabled research group, has been selected as one of the 2019 Facebook Fellows.
dementAI is an open-source platform for modeling risk stratification of Alzheimer's dementia using spontaneous speech through ...
Interpreting human electroencephalogram (EEG) is a challenging task and requires years of medical training. We present a framework for le...
We propose an improved private count-mean-sketch data structure and show its applicability to differentially private contact tr...
Nature profiles researchers from a variety of different fields, including the Lab’s own Cynthia Breazeal, who are shaping the future of AI.
Middle school students reimagine the YouTube platform. Students consider the stakeholders in YouTube, the goal of the recommendation algo...
Real World Data (RWD) and Real World Evidence (RWE) are playing an increasing role in healthcare decisions to support innovative use of E...
Technical summaryUnstructured learning problems without well-defined rewards are unsuitable for current reinforcement learning (RL) appro...
Staining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various tissue types and...
Building intelligent personified technologies that collaborate with people to help them learn, thrive, and flourish.
“Us” aims to help people develop their sense of empathy. It uses machine learning to analyze interlocutors’ signals (e.g., tone of voice,...
Read about Fluid Interfaces head Pattie Maes, who has been featured in Forbes's "Women in AI to Watch."
Aman Rana, Yauney G, Lowe A, Shah P. IEEE Xplore, Proceedings of 17th International Conference on Machine Learning and Applications (2018) (Conference acceptance rate: 14%). DOI: 10.1109/ICMLA.2018.00133
In October, MIT hosted the kickoff for Massachusetts STEM Week, which included a keynote by Cynthia Breazeal.
Health 0.0
Technical summary: Future of clinical development is on the verge of a major transformation due to convergence of large new digital data ...
General overview:Sepsis, a life-threatening complication of bacterial infection, leads to millions of worldwide deaths requires significa...
General OverviewStaining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various ...
Imaging fluorescent disease biomarkers in tissues and skin is a non-invasive method to screen for health conditions. We report an automat...
Dr. Shah was an invited speaker and a contributor at The National Cancer Policy Forum developed workshop series at the The National Acade...
Extending expression, learning, and health through innovations in musical composition, performance, and participation
By Carolyn “CC” Song, High School Senior and Personal Robots Intern “What do you want to be when you grow up?”
The “HIDW Young Talent” exhibition addressed three topics: Manufacturing of Tomorrow, Future Craft, and City Catalyst.
Engaging people in creative learning experiences
Urban populations around the world are rapidly growing. To improve livability, urban residents must reduce dependency on fossil fuels and...
InspirationSleep is a forgotten country of the mind. A vast majority of our technologies are built for our waking state, even though a th...
Making the invisible visible–inside our bodies, around us, and beyond–for health, work, and connection
OverviewPAL is a wearable platform for personalized, context-aware, and always-present user change. PAL has mu...
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...
Exploring the essence of code as a creative medium
Creating scalable technologies that evolve with user inventiveness
The full text of our paper is available here.Sometimes the thing that we want to see is hidden behind something else. A neighboring vehi...
Papers from SafePaths: https://github.com/PrivateKit/PrivacyDocumentsSafe Paths is an MIT-led, free, open source technology tha...
We present a stochastic scheme for splitting the client data into privatized shares that are transmitted to the server in such settings. ...
Skip Norm is a new and flexible building block for Deep Learning that serves as a skip connection and normalization block simultaneously....
Neil Gaikwad, a PhD student in the Media Lab's Space Enabled research group, has received the GSC Graduate Teaching Award, an Institute A...
Vepakomma, P., Balla, J., Raskar, R., "Splintering with distributions: A stochastic decoy scheme for private computation." 6 Jul 2020.
Humans can accurately sense the position, speed, and torque of their limbs, even with their eyes shut. This sense, known as proprioceptio...
How do you spot a DeepFake? How good are DeepFake videos? How well can ordinary people tell the difference between a video manipulated by...
Seamlessly coupling the worlds of bits and atoms by giving dynamic physical form to digital information and computation
@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} }
@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} }
@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} }
Exploring how social networks can influence our lives in business, health, governance, and technology adoption and diffusion
Appropriate and adaptive treatment plans are challenging in Parkinson’s disease for several reasons. parkinsAI models drug response...
Augmenting and mediating human experience, interaction, and perception with sensor networks
Designing for, with, and by nature
Revealing insights into the human condition and repairing brain disorders via novel tools for mapping and fixing brain computations
Complex biological systems such as brain circuits are extended 3-D structures made out of nanoscale building blocks such as proteins, RNA...
Creating technology for social change
Changing storytelling, communication, and everyday life through sensing, understanding, and new interface technologies
Transforming data into knowledge