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Johns Hopkins University, University of G枚ttingen, Johns Hopkins University & EPFL
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Diffusion models can get stuck in local modes, with high-level semantic features relaxing much slower than low-level details, hindering efficient sampling.
Language models organize concepts like months and years into surprisingly clean geometric structures because of hidden symmetries in language statistics, even when those statistics are heavily perturbed.
