SDDBMs: Soft Denoising Diffusion Bridge Models.

arXiv:2608.08594v3 Announce Type: replace Abstract: Diffusion bridge models leverage Doob's \(h\)-transform to construct stochastic transports between arbitrary endpoint distributions, and have shown strong potential in image-to-image translation and restorati