A about a year ago I read two blog posts about generating fonts with deep learning;one by Erik Bernhardsson and TJ Torres at StitchFix. Inspired by their work I figured that I wanted to give fonts a go as well, so I set up a variational autoencoder* that … Read more
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I have been thinking a lot about Ken Thompson’s famous Turing Award speech, “Reflections on Trusting Trust” and the implications of artificial intelligence on trust in computing.... (more…)
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AI is not perfect. It gets things wrong. Punctuating this is the fact that we largely don’t know how AI comes to the answers it does. Enter explainable AI. (more…)
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We describe a new training methodology for generative adversarial networks. The key idea is to grow both the generator and discriminator progressively: starting from a low resolution, we add new layers that model increasingly fine details as training prog... (more…)
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