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by psb217 549 days ago
One way of thinking about the "Approximate Monotonic Constraint" is that you're running a quick and dirty edge detector on the entropy. Ie, you're clipping based on the gradient of per-byte entropy wrt timestep compared to detecting an edge based on gradient of per-pixel intensity wrt pixel coordinates. It would be interesting to look at the raw sequences of per-byte entropies to see how strongly these sorts of "edges" correlate with human interpretable boundaries (words, prefixes, suffixes, etc).
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Figure 4 plots the entropy of each byte in "Daenerys Targeryen is in Game of Thrones, a fantasy epic by George R.R. Martin."