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most citedGeneralization in diffusion models arises from geometry-adaptive harmonic representations

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eess.IV2025

Learning a distance measure from the information-estimation geometry of data

Guy Ohayon, Pierre-Etienne H. Fiquet, Florentin Guth +2

We introduce the Information-Estimation Metric (IEM), a novel form of distance function derived from an underlying continuous probability density over a domain of signals. The IEM…