Speciation in generative diffusion models on compact Riemannian manifolds emerges as distinct stable branches in denoising; authors develop an intrinsic theory of speciation for manifold-supported diffusion models
Read the original at arxiv.org→arXiv:2608.23798v1 Announce Type: new Abstract: Speciation in generative diffusion models denotes the emergence of distinct stable branches during denoising, through which initially undifferentiated trajectories...
Original headline: "A Theory of Speciation in Generative Diffusion Models on Compact Riemannian Manifolds"
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- Aug 26, 04:00 UTC arXiv cs.LG lead source A Theory of Speciation in Generative Diffusion Models on Compact Riemannian Manifolds