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Statistical Flow Matching on Statistical Manifolds

We demonstrate the effectiveness of our method on the discrete generation problem by instantiating SFM on the manifold of categorical distributions whose geometric properties remain unexplored in previous discrete generative models.

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Cite this as

Chaoran Cheng, Jiahan Li, Jian Peng, Ge Liu (2024). Dataset: Statistical Flow Matching on Statistical Manifolds. https://doi.org/10.57702/7fj2gh43

DOI retrieved: December 2, 2024

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Created December 2, 2024
Last update December 2, 2024
Defined In https://doi.org/10.48550/arXiv.2405.16441
Author Chaoran Cheng
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Jiahan Li
Jian Peng
Ge Liu