Abstract: We propose a low-shot image classification method called Limo, which can train an accurate image classification model under conditions of acute data scarcity. Limo uniquely assembles ...

Researchers from the University of Oxford and Universidad de Sevilla recently demonstrated quantum supremacy using a simple game. Their finding, published in Physical Review Letters in February ...

You can use our data to build systems that help people find out about the health and social care options available to them. You can access our data through our API ...

When most people interact with AI, whether they’re typing a prompt or generating images ... data. Before you type, consider where your words might end up. Ultimately, the safest approach is ...

But instead of using chemicals, public key cryptography uses mathematical puzzles called trapdoor functions. These functions are easy to compute in one direction and extremely difficult to reverse.

A rule-based algorithm enabled the automatic extraction of disease labels from tens of thousands of radiology reports. These weak labels were used to create deep learning models to classify multiple ...

In this study, compared with current attempts to combine FCNs and global reasoning methods, we fully extracted the ability of self-attention by designing a novel attention mechanism for 3D computation ...

Machine learning is a field of research with far reaching applications that is generating considerable interest in medicine (1, 2). Deep learning, a subset of machine learning, is a general term for ...