Computer Vision News - February 2022

28 Exclusive interview Your mind must be full of ideas and presumably you cannot go off in every direction! You’re right. Like everyone, I have lots of ideas and it’s difficult to choose, partly because you don’t know which ones will work! In fact, I’ve thought about starting a GitHub repository of ideas I don’t have time for. Is there an idea you would love to take forward, but don’t have the time, so would be happy for somebody else to have a go? [ he pauses ] You’re putting me on the spot here! A lot of the time I would love to try out an idea with just one experiment and Are you working on anything like that at the moment? One of the directions we’re looking at is hypernetworks, which are basically neural networks thatoutputotherneural networks. The great thing about that is you can start looking at larger systems. You might have a hypernetwork for registration that gives you different networks for registering different things. A bit like meta learning. That’s a direction I’d really like to look at. How do we use systems that are not just about solving one problem, but solving several problems at once, with interesting technology? VoxelMorph