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Is There a Trend in Casual Representation Learning?
The next trend you identified from last year is causal representation learning. It's a problem of learning latent representations and from low level, high dimensional data that's correspond to causal objects in data generating process. I don't think we've seen any huge applications of causal representation learning yet, but I think we're moving there steadily.