Making Machines that can Generalise with Dr Rafa 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.
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