In December, Lample and Charton from Facebook’s Artificial Intelligence Research group published a paper stating that they had created an AI application that outperformed systems such as Matlab and Mathematica when presented with complex equations. Is this a huge leap forward or just an obvious extension of maths solving systems that have been around for years? Let’s take a look.Continue reading Facebook’s Maths Solving AI
A few days ago, researchers from Facebook published a paper on a deep learning technique to create “natural images”, with the result being that human subjects were convinced 40% of the time that they were looking at a real image rather than an automatically generated one. When I saw the tweet linking this, one of the comments1 indicated that you’d “need a PhD to understand” the paper, and thus make any use of the code Facebook may release.
I’ve always been a big believer in knowledge being accessible both from being freely available (as their paper is) and also that any individual who wants to understand the concepts presented should be able to, even if they don’t have extensive training in that specialism. So, as someone who does have a PhD and who is in the deep learning space, challenge accepted and here I’ll discuss what Facebook have done in a way that doesn’t require advanced degrees, but rather just a healthy interest in the field2. Continue reading Facebook’s latest deep learning research