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The current system of scientific recognition and funding has significant bias towards work published in the top few percent of journ...
Vespers is a collection of masks exploring what it means to design (with) life. From the relic of the death mask to a contemporary living...
Appropriate and adaptive treatment plans are challenging in Parkinson’s disease for several reasons. parkinsAI models drug response...
RAISE
Responsible AI for Social Empowerment and Education (RAISE) seeks to empower more people to participate in, and benefit from, AI.
DELPHI can give an “early-alert” signal for future key technologies by learning from patterns gleaned from previous publications.
Weis, J.W., Jacobson, J.M. Learning on knowledge graph dynamics provides an early warning of impactful research. Nat Biotechnol (2021). https://doi.org/10.1038/s41587-021-00907-6
MAS.S64 Real-world Evaluation of Artificial Intelligence and Genome Editing Technologies - Fall 2020 Online CourseWhen: Tuesdays, 3-...
Neil Gaikwad from the Space Enabled research group is co-organizing the KDD Workshop on Humanitarian Mapping.
Technical summary: Future of clinical development is on the verge of a major transformation due to convergence of large new digital data ...
Staining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various tissue types and...
This study reports an end-to-end deep learning framework for virtual H&E staining, automatic classification, and localization of pros...
Akram Bayat, Connor Anderson and Pratik Shah. "Automated end-to-end deep learning framework for classification and tumor localization from native nonstained pathology images," Proc. SPIE 11596, Medical Imaging 2021: Image Processing, 115960A (15 February 2021); doi: 10.1117/12.2582303
AlterEgo is a non-invasive, wearable, peripheral neural interface that allows humans to converse in natural language with mach...
Danielle Wood, Katlyn Turner, and Catherine D'Ignazio talk about The Abuse and Misogynoir Playbook.
Can robots find and grasp hidden objects?Robots are not capable of handling tasks as simple as restocking grocery store shelves as ...
System uses penetrative radio frequency to pinpoint items, even when they’re hidden from view.
Have you ever wondered what a friend would do if she was in your decision-making situation? Or thought about where a family mem...
Watch the interviews conducted by Career Girls with Labbers Randi Williams, Jaleesa Trapp, Marian Muthui, and Alexis Hope.
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...
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.
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.
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...
At Open Learning Talks, Cynthia Breazeal and Eric Klopfer discuss artificial intelligence education.
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...
Technical summaryUnstructured learning problems without well-defined rewards are unsuitable for current reinforcement learning (RL) appro...
Building intelligent personified technologies that collaborate with people to help them learn, thrive, and flourish.
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.
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.
Urban populations around the world are rapidly growing. To improve livability, urban residents must reduce dependency on fossil fuels and...
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...
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....
Vepakomma, P., Balla, J., Raskar, R., "Splintering with distributions: A stochastic decoy scheme for private computation." 6 Jul 2020.
@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
In collaboration with Massachusetts General Hospital, we are conducting a clinical trial exploring objective methods for assessing depres...
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
We live in a world of personified conversational assistants (agents). We interact with these agents in our daily lives such as smart spea...
Tejwani, Ravi. Migratable AI. MS Thesis, Massachusetts Institute of Technology, 2020.
www.ajl.orgAn unseen force is rising—helping to determine who is hired, granted a loan, or even how long someone spends in prison. This f...
Chelsea Barabas shares her thoughts on these topics in an episode of the Philosophical Disquisitions podcast.
Joshua B. Hoe interviews Chelsea Barabas of MIT about criminal justice monitoring, surveillance, and algorithms