Low-Pass Flow Matching Improves Data Spectra Alignment
Researchers have developed Low-Pass Flow Matching, a new method that addresses the misalignment between typical white noise sources in flow matching and the power spectra of natural data. This technique aims to better align with natural data characteristics.
Topics
Developing
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Sources · 7 independent
Modernity/arxiv
“Low-Pass Flow Matching. Authors: Francesco M. Ruscio, T. Konstantin Rusch Abstract: Flow Matching typically relies on white noise sources, a choice often misaligned with the power spectra of natural data, which tend to deca...”
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