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When computer vision works more like a brain, it sees more like people do

Scientists from MIT and IBM Research made a computer vision model more robust by training it to work like a part of the brain that humans and other primates rely on for object recognition. ....

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Automating the math for decision-making under uncertainty

New research from MIT automates the math for trading off risk and reward, in domains ranging from artificial intelligence to climate to finance, fixing errors made by deep learning systems. ....

Alex Lew , Sasa Misailovic , Mathieu Huot , Vikash Mansighka , Sam Staton , Artificial Intelligence Laboratory , Department Of Brain , Cognitive Sciences , Siegel Family Foundation , National Science Foundation , Oxford University , University Of Illinois At Urbana Champaign , Computing Project , Computer Science , Common Sense , Siegel Family , Massachusetts Institute Of Technology , It News , Probabilistic Computing Project , Mit Csail , Mit Quest For Intelligence , It Research , Probabilistic Programming , Probabilistic Computing , Automatic Differentiation , Computer Modeling ,

Training robots to manipulate soft and deformable objects

A simulation environment known as PlasticineLab builds in knowledge of the physical world to make robot learning more intuitive. ....

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An intro to the fast-paced world of artificial intelligence

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Photos: Samantha Smiley
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The field of artificial intelligence is moving at a staggering clip, with breakthroughs emerging in labs across MIT. Through the Undergraduate Research Opportunities Program (UROP), undergraduates get to join in. In two years, the MIT Quest for Intelligence has placed 329 students in research projects aimed at pushing the frontiers of computing and artificial intelligence, and using these tools to revolutionize how we study the brain, diagnose and treat disease, and search for new materials with mind-boggling properties.
Rafael Gomez-Bombarelli, an assistant professor in the MIT Department of Materials Science and Engineering, has enlisted several Quest-funded undergraduates in his mission to discover new molecules and materials with the help of AI. “They bring a blue-sky open mind and a lot of energy,” he says. “Through the Quest, we had the chance to connect with students from ot ....

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James DiCarlo named director of the MIT Quest for Intelligence

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Photo: Justin Knight
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James DiCarlo, the Peter de Florez Professor of Neuroscience, has been appointed to the role of director of the MIT Quest for Intelligence. MIT Quest was launched in 2018 to discover the basis of natural intelligence, create new foundations for machine intelligence, and deliver new tools and technologies for humanity.
As director, DiCarlo will forge new collaborations with researchers within MIT and beyond to accelerate progress in understanding intelligence and developing the next generation of intelligence tools.
“We have discovered and developed surprising new connections between natural and artificial intelligence,” says DiCarlo, currently head of the Department of Brain and Cognitive Sciences (BCS). “The scientific understanding of natural intelligence, and advances in building artificial intelligence with positive real-world impact, are interlocked aspects of a unified, coll ....

Laura Schulz , Daniel Huttenlocher , Aude Oliva , James Dicarlo , Li Huei Tsai , Nergis Mavalvala , Rebecca Saxe , Nicholas Roy , Robert Desimone , Henry Ellis Warren , Johns Hopkins University , Artificial Intelligence Laboratory , Department Of Brain , Mcgovern Institute For Brain Research , Cognitive Sciences , School Of Science , Department Of Electrical Engineering , Picower Institute For , Schwarzman College Of Computing , Watson Ai Lab , Department Head Michale Fee , Baylor College Of Medicine , Peter De Florez Professor , Computer Science , Electrical Engineering , Mcgovern Institute ,