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Interesting post, thanks for the link!

You may also enjoy "Spelunking the Deep: Guaranteed Queries on General Neural Implicit Surfaces via Range Analysis", which uses interval arithmetic (ish) to raymarch neural implicit surfaces:

https://arxiv.org/abs/2202.02444



That's fantastic, thanks! I didn't know about neural implicit surfaces at all.




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