Software
Ask your computer or phone to translate a sentence from English to Italian. No problem, right? But this task is not as easy as it appears. The software behind your screen had to learn how to process hundreds of billions of ...
Mar 22, 2023
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13
Machine learning & AI
Deep learning based semi-supervised learning algorithms have shown promising results in recent years. However, they are not yet practical in real semi-supervised learning scenarios, such as medical image processing, hyper-spectral ...
Mar 10, 2023
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96
Computer Sciences
Large language models like OpenAI's GPT-3 are massive neural networks that can generate human-like text, from poetry to programming code. Trained using troves of internet data, these machine-learning models take a small bit ...
Feb 7, 2023
2
110
Computer Sciences
In an increasingly connected and smart world, sensors collect and share large amounts of data to help people make decisions.
Nov 8, 2022
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5
Computer Sciences
We are in a fascinating era where even low-resource devices, such as Internet of Things (IoT) sensors, can use deep learning algorithms to tackle complex problems such as image classification or natural language processing ...
Oct 25, 2022
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52
Computer Sciences
An interdisciplinary team of researchers at Northeastern have built a device that can recognize "millions of colors" using new artificial intelligence techniques—a massive step, they say, in the field of machine vision, ...
Oct 6, 2022
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254
Computer Sciences
Microcontrollers, miniature computers that can run simple commands, are the basis for billions of connected devices, from internet-of-things (IoT) devices to sensors in automobiles. But cheap, low-power microcontrollers have ...
Oct 4, 2022
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90
Security
Training a machine-learning model to effectively perform a task, such as image classification, involves showing the model thousands, millions, or even billions of example images. Gathering such enormous datasets can be especially ...
Sep 7, 2022
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144
Computer Sciences
The process of selecting specialty coffee beans entails three kinds of inspection. Two are physical and involve samples of raw and roast coffee. The third is sensory and involves tasting the drink. Certification is provided ...
Aug 30, 2022
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30
Engineering
Fluid mixing is an important part of several industrial processes and chemical reactions. However, the process often relies on trial-and-error-based experiments instead of mathematical optimization. While turbulent mixing ...
Aug 30, 2022
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