Machine learning & AI

Using synthetic data for effective association knowledge learning

In a paper published in Machine Intelligence Research, a team of researchers study whether 3D synthetic data can replace real-world videos for association training. Specifically, they introduce a large-scale synthetic data ...

Computer Sciences

Researchers use AI to identify similar materials in images

A robot manipulating objects while, say, working in a kitchen, will benefit from understanding which items are composed of the same materials. With this knowledge, the robot would know to exert a similar amount of force whether ...

Computer Sciences

A simpler path to better computer vision

Before a machine-learning model can complete a task, such as identifying cancer in medical images, the model must be trained. Training image classification models typically involves showing the model millions of example images ...

Computer Sciences

New tool simplifies data sharing, preserves privacy

Meet Company X. Company X makes a popular product that lots of people—millions, in fact—use on a daily basis. One day, Company X decides it would like to improve some of the hardware in its product, which is manufactured ...

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