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data prediction

technology1 mentionslast seen Nov 13, 2026

A prediction target in diffusion models for directly predicting clean data (x).

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data predictiondepends ongeneralized prediction formulation88% confidence1 source

data prediction

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data predictiondepends ongeneralized prediction formulation

88% confidence1 supporting mentions

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preprintarXivNov 12, 2026Understanding and Learning Prediction Targets in Diffusion Models
generalized prediction formulation u=kx-(1-k)n, where x represents clean data and n denotes noise. This formulation accommodates arbitrary targets, of which ε-, v-, and x-prediction are special cases