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In case you are wondering: they aren't just a theoretical curiosity! We actually relied on Jacobi fields to prove key results in our recent paper, Riemannian Variational Flow Matching for Material and Protein Design 🪩 (arxiv.org/abs/2502.129...).
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We present Riemannian Gaussian Variational Flow Matching (RG-VFM), a geometric extension of Variational Flow Matching (VFM) for generative modeling on manifolds. Motivated by the benefits of VFM, we d...
arxiv.org
Riemannian Variational Flow Matching for Material and Protein Design
Olga Zaghen