Computer Sciences

The real promise of synthetic data

Each year, the world generates more data than the previous year. In 2020 alone, an estimated 59 zettabytes of data will be "created, captured, copied, and consumed," according to the International Data Corporation—enough ...

Computer Sciences

Less scatterbrained scatterplots for data science

Scatterplots. You might not know them by name, but if you spend more than 10 minutes online you'll find them everywhere. They're popular in news articles, in the data science community, and, perhaps most crucially, for internet ...

Computer Sciences

A 26-layer convolutional neural network for human action recognition

Deep learning algorithms, such as convolutional neural networks (CNNs), have achieved remarkable results on a variety of tasks, including those that involve recognizing specific people or objects in images. A task that computer ...

Computer Sciences

Creating chatbots with multiple conversational skills

In recent years, chatbots have become increasingly sophisticated, and they now provide basic assistance to humans on a variety of online platforms, including Facebook and a number of e-commerce sites. So far, chatbots have ...

Machine learning & AI

New image recognition method proposed based on large-scale dataset

Researchers from the Shenzhen Institutes of Advanced Technology (SIAT) of the Chinese Academy of Sciences have proposed a product image recognition method with guidance learning and noisy supervision. The study was published ...

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