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The Importance of Generative Models in Machine Learning
The idea that you can sort of remix what you've seen into things you've never seen might prepare you for new cases in the real world. I remember seeing a machine learning paper once where they actually generated new training data by basically using generative models to construct new training data and then plugged it back into the algorithm. And I don't know if that work has really made much impact or not, but that idea is interesting.