Making Machines that can Generalise with Dr Rafa Felix Alves

Rafael Felix Alves

Dr Rafa Felix Alves, a post-doctoral researcher at AIML

Dr Rafa Felix Alves, a post-doctoral researcher at AIML, introduces the idea of "zero-shot learning" - a machine learning technique that allows computers to identify novel concepts that it has never seen. Rather than just classifying images, these models have the ability to describe the images in a natural language output format.

An exciting application of this is that is has the potential to automate some aspects of data labelling, something that could lead to a surge in artificial intelligence and machine learning development.

Listen to the full podcast here!

 

Tagged in Machine Learning, VQA