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The Most Beautiful Surprising Idea in Deep Learning
The nice thing about the neural networks is that it allows the things to be more fuzzy than in case of programs. So a neural network with a with fixed weights. That's optimized. Do you think that is a single program? And so there is a work by Christopher Oleg where he so he works on interpretability of neural networks. He was able to identify inside of the neural network for instance, a detector of a wheel for a car or the detector of a mask for a car and then he was able to separate them out and assemble them together using a simple program.