Aligning Latent Geometry for Spherical Flow Matching in Image Generation
arXiv:2605.15193v1 Announce Type: new
Abstract: Latent flow matching for image generation usually transports Gaussian noise to variational autoencoder latents along linear paths. Both endpoints, however, concentrate in thin spherical shells, and a Euc…