Nature

Unsupervised few shot learning architecture for diagnosis of periodontal disease in dental panoramic radiographs

As classification and clustering methods, machine learning algorithms have been extensively adopted to a variety of applications including medical studies. In particular, deep learning algorithms are ...
VentureBeat

How few-shot learning with Google’s Prompt Poet can supercharge your LLMs

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Prompt engineering, the discipline of crafting just the right input to a ...
Nature

Learning about few-shot concept learning

Human beings possess the remarkable ability to rapidly learn new visual concepts by observing only one or a few visual instances. The theoretical explanation behind the phenomenon of ‘few-shot’ ...
InfoWorld

Zero-shot learning and the foundations of generative AI

This alternative to training with huge data sets has potential for business, but data science teams will need to spend time on research and experimentation. I admit to having some fun with DALL-E 2.