Machine learning & AI
New theoretical research proves that machine learning on quantum computers requires far simpler data than previously believed. The finding paves a path to maximizing the usability of today's noisy, intermediate-scale quantum ...
Jul 5, 2023
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Machine learning & AI
The term "artificial intelligence," usually abbreviated as AI, means many things to many people. Initially, the phrase was used to allude to the potential of machines, computers, specifically, somehow gaining sentience on ...
Jun 26, 2023
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Machine learning & AI
Artificial intelligence may seem similar to a calculator but the relationship of humans with the former is not as serene as with the latter. We trust the results of computers, even if we don't know exactly how it can arrive ...
Jun 6, 2023
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Computer Sciences
For some people, the term "black box" brings to mind the recording devices in airplanes that are valuable for postmortem analyzes if the unthinkable happens. For others it evokes small, minimally outfitted theaters. But black ...
May 23, 2023
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Robotics
In the vast, expansive skies where birds once ruled supreme, a new crop of aviators is taking flight. These pioneers of the air are not living creatures, but rather a product of deliberate innovation: drones. But these aren't ...
Apr 19, 2023
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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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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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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
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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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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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