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by amzl 1553 days ago
Pretty impressive. What do you use for synthetic data generation? Also, you say in the blog post that it works with any type of data. Can you tell a bit more? Does it work for text and images?
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We developed our own generative model for synthetic data generation. It is an autoregressive model where each variable is derived from previously generated ones using Transformers networks. If you are interested, you have more details in: https://arxiv.org/pdf/2202.02145.pdf When we say it works on any types of data, we mean: numerical, categorical, text, images and compositions of those types (see the paper).