Computer Sciences
When machine-learning models are deployed in real-world situations, perhaps to flag potential disease in X-rays for a radiologist to review, human users need to know when to trust the model's predictions.
May 31, 2023
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24
Computer Sciences
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 ...
May 23, 2023
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66
Security
Access to artificial intelligence and machine learning is rapidly changing technology and product development, leading to more advanced, efficient and personalized applications by leveraging a massive amount of data.
Mar 24, 2023
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32
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
Energy & Green Tech
What do a T-shirt, a rug, and a soda bottle have in common? Many are made from polyethylene terephthalate (PET), a ubiquitous plastic that revolutionized the materials industry after it was patented in the 1940s.
Dec 22, 2022
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60
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
Business
The very first industrial revolution historically kicked off with the introduction of steam- and water-powered technology. We have come a long way since then, with the current fourth industrial revolution, or Industry 4.0, ...
Sep 8, 2022
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84
Computer Sciences
Popular voice assistants like Siri and Amazon Alexa have introduced automatic speech recognition (ASR) to the wider public. Though decades in the making, ASR models struggle with consistency and reliability, especially in ...
Sep 2, 2022
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105
Energy & Green Tech
The sun continuously transmits trillions of watts of energy to the Earth. It will be doing so for billions more years. Yet, we have only just begun tapping into that abundant, renewable source of energy at affordable cost.
Aug 31, 2022
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98
Engineering
In firefighting, the worst flames are the ones you don't see coming. Amid the chaos of a burning building, it is difficult to notice the signs of impending flashover—a deadly fire phenomenon wherein nearly all combustible ...
Aug 10, 2022
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