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If anything is overhyped in AI it's deep reinforcement learning and its achievements in video games or the millionth GAN that can generate some image. But when
by password321 5y ago
If anything is overhyped in AI it's deep reinforcement learning and its achievements in video games or the millionth GAN that can generate some image. But when it solves a big scientific problem that was considered a decade away, that's pretty magical.
- sdenton4 5y agoThe GANs are backdooring their way into really interesting outcomes, though. They're fantastic for compression: You compress the hell out of an input image or audio, then use the compressed features as conditioning for the GAN. This works great for super-resolution on images and speech compression. eg, for speech compression: https://arxiv.org/abs/2107.03312 https://arxiv.org/abs/2107.03312
- visarga 5y agoI believe modelling the space of images deserves a bit more appreciation, and the approach is so unexpected - the generator never gets to see a real image.