[HUGGINGFACE]score: 0.48
Geometry-Aware Image Flow Matching
May 23, 2026
Modeling natural images on a hypersphere (since semantic content lives in directional rather than norm components), SOT-CFM and SFM achieve improved image generation by replacing Euclidean flow matching with spherical geometry using angular distance constraints in both RGB and latent spaces.
paper