Engineering
As machine-learning models become larger and more complex, they require faster and more energy-efficient hardware to perform computations. Conventional digital computers are struggling to keep up.
Nov 29, 2022
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83
Computer Sciences
As good as they've become, artificial intelligence agents are still largely only as good as the data upon which they were trained. They don't know what they don't know. In the real world, people faced with unfamiliar situations ...
Nov 10, 2022
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154
Robotics
For years, the Stanford Biomechatronics Laboratory has captured imaginations with their exoskeleton emulators—lab-based robotic devices that help wearers walk and run faster, with less effort. Now, these researchers will ...
Oct 12, 2022
2
78
Computer Sciences
Today, machine learning helps determine the loan we qualify for, the job we get, and even who goes to jail. But when it comes to these potentially life-altering decisions, can computers make a fair call? In a study published ...
Sep 29, 2022
1
41
Machine learning & AI
Explanation methods that help users understand and trust machine-learning models often describe how much certain features used in the model contribute to its prediction. For example, if a model predicts a patient's risk of ...
Jun 30, 2022
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50
Robotics
A horse, a zebra and artificial intelligence helped a team of Carnegie Mellon University researchers teach a robot to recognize water and pour it into a glass.
Jun 9, 2022
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97
Computer Sciences
The human brain is finely tuned not only to recognize particular sounds, but also to determine which direction they came from. By comparing differences in sounds that reach the right and left ear, the brain can estimate the ...
Jan 27, 2022
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131
Robotics
ETH Zurich researchers led by Marco Hutter developed a new control approach that enables a legged robot, called ANYmal, to move quickly and robustly over difficult terrain. Thanks to machine learning, the robot can combine ...
Jan 21, 2022
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504
Computer Sciences
For all that neural networks can accomplish, we still don't really understand how they operate. Sure, we can program them to learn, but making sense of a machine's decision-making process remains much like a fancy puzzle ...
Dec 16, 2021
1
150
Robotics
At just one year old, a baby is more dexterous than a robot. Sure, machines can do more than just pick up and put down objects, but we're not quite there as far as replicating a natural pull towards exploratory or sophisticated ...
Nov 8, 2021
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