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02 · Research

Flow Matching & MeanFlow

Generative Modeling with Flow-Based Methods

Overview

Investigated flow matching and MeanFlow for generative modeling, comparing x-, ε-, and v-prediction objectives and evaluating their behavior in high-dimensional settings.

Results
NFE = 1
Sampling cost
3
Prediction objectives compared
Stack
PyTorchFlow MatchingMeanFlow
Notes

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